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While some browsers like recent  versions of Chrome and Safari are able to block this type of attack,  current versions of Firefox (and possibly others) do not.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2019-03-14T15:40:57.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://nvd.nist.gov/vuln/detail/CVE-2018-8024","https://github.com/advisories/GHSA-8cw6-5qvp-q3wj","https://lists.apache.org/thread.html/5f241d2cda21cbcb3b63e46e474cf5f50cce66927f08399f4fab0aba@%3Cdev.spark.apache.org%3E","https://spark.apache.org/security.html#CVE-2018-8024"],"source_kind":"github","identifiers":["GHSA-8cw6-5qvp-q3wj","CVE-2018-8024"],"repository_url":null,"blast_radius":0.0,"created_at":"2022-12-21T16:13:30.905Z","updated_at":"2025-08-19T18:50:55.019Z","epss_percentage":0.40681,"epss_percentile":0.9726,"packages":[{"ecosystem":"maven","package_name":"org.apache.spark:spark-core_2.11","versions":[{"first_patched_version":"2.3.1","vulnerable_version_range":"= 2.3.0"},{"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"}],"purl":null,"statistics":{"dependent_packages_count":1401,"dependent_repos_count":8772,"downloads":null,"downloads_period":null},"affected_versions":["2.1.0","2.1.1","2.1.2","2.2.0","2.2.1","2.3.0"],"unaffected_versions":["1.2.0","1.2.1","1.2.2","1.3.0","1.3.1","1.4.0","1.4.1","1.5.0","1.5.1","1.5.2","1.6.0","1.6.1","1.6.2","1.6.3","2.0.0","2.0.1","2.0.2","2.1.3","2.2.2","2.2.3","2.3.1","2.3.2","2.3.3","2.3.4","2.4.0","2.4.1","2.4.2","2.4.3","2.4.4","2.4.5","2.4.6","2.4.7","2.4.8"]},{"ecosystem":"maven","package_name":"org.apache.spark:spark-core_2.10","versions":[{"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"}],"purl":null,"statistics":{"dependent_packages_count":619,"dependent_repos_count":8896,"downloads":null,"downloads_period":null},"affected_versions":["2.1.0","2.1.1","2.1.2","2.2.0","2.2.1"],"unaffected_versions":["0.9.1","0.9.2","1.0.0","1.0.1","1.0.2","1.1.0","1.1.1","1.2.0","1.2.1","1.2.2","1.3.0","1.3.1","1.4.0","1.4.1","1.5.0","1.5.1","1.5.2","1.6.0","1.6.1","1.6.2","1.6.3","2.0.0","2.0.1","2.0.2","2.1.3","2.2.2","2.2.3"]}]},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLThyaGMtNDhwcC01Mmdy","url":"https://github.com/advisories/GHSA-8rhc-48pp-52gr","title":"Apache Spark Deserialization of Untrusted Data vulnerability","description":"In Apache Spark 1.6.0 until 2.1.1, the launcher API performs unsafe deserialization of data received by its socket. This makes applications launched programmatically using the launcher API potentially vulnerable to arbitrary code execution by an attacker with access to any user account on the local machine. It does not affect apps run by spark-submit or spark-shell. The attacker would be able to execute code as the user that ran the Spark application. 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In standalone, the config property 'spark.authenticate.secret' establishes a shared secret for authenticating requests to submit jobs via spark-submit. However, the REST API does not use this or any other authentication mechanism, and this is not adequately documented. In this case, a user would be able to run a driver program without authenticating, but not launch executors, using the REST API. This REST API is also used by Mesos, when set up to run in cluster mode (i.e., when also running MesosClusterDispatcher), for job submission. Future versions of Spark will improve documentation on these points, and prohibit setting 'spark.authenticate.secret' when running the REST APIs, to make this clear. Future 2.4.x versions will also disable the REST API by default in the standalone master by changing the default value of 'spark.master.rest.enabled' to 'false'.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2018-11-09T17:41:46.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://nvd.nist.gov/vuln/detail/CVE-2018-11770","https://lists.apache.org/thread.html/bd8e51314041451a2acd720e9223fc1c15a263ccacb396a75b1fc485@%3Cdev.spark.apache.org%3E","https://spark.apache.org/security.html#CVE-2018-11770","https://lists.apache.org/thread.html/bd8e51314041451a2acd720e9223fc1c15a263ccacb396a75b1fc485%40%3Cdev.spark.apache.org%3E","https://web.archive.org/web/20200227114942/http://www.securityfocus.com/bid/105097","https://github.com/advisories/GHSA-w4r4-65mg-45x2"],"source_kind":"github","identifiers":["GHSA-w4r4-65mg-45x2","CVE-2018-11770"],"repository_url":null,"blast_radius":0.0,"created_at":"2022-12-21T16:12:46.663Z","updated_at":"2024-06-10T21:41:53.000Z","epss_percentage":0.87702,"epss_percentile":0.99417,"packages":[{"ecosystem":"maven","package_name":"org.apache.spark:spark-core_2.10","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003e= 1.0.0, \u003c= 2.2.2"}],"purl":null,"statistics":{"dependent_packages_count":619,"dependent_repos_count":8896,"downloads":null,"downloads_period":null},"affected_versions":["1.0.0","1.0.1","1.0.2","1.1.0","1.1.1","1.2.0","1.2.1","1.2.2","1.3.0","1.3.1","1.4.0","1.4.1","1.5.0","1.5.1","1.5.2","1.6.0","1.6.1","1.6.2","1.6.3","2.0.0","2.0.1","2.0.2","2.1.0","2.1.1","2.1.2","2.1.3","2.2.0","2.2.1","2.2.2"],"unaffected_versions":["0.9.1","0.9.2","2.2.3"]},{"ecosystem":"maven","package_name":"org.apache.spark:spark-core_2.11","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003e= 1.0.0, \u003c= 2.3.2"}],"purl":null,"statistics":{"dependent_packages_count":1401,"dependent_repos_count":8772,"downloads":null,"downloads_period":null},"affected_versions":["1.2.0","1.2.1","1.2.2","1.3.0","1.3.1","1.4.0","1.4.1","1.5.0","1.5.1","1.5.2","1.6.0","1.6.1","1.6.2","1.6.3","2.0.0","2.0.1","2.0.2","2.1.0","2.1.1","2.1.2","2.1.3","2.2.0","2.2.1","2.2.2","2.2.3","2.3.0","2.3.1","2.3.2"],"unaffected_versions":["2.3.3","2.3.4","2.4.0","2.4.1","2.4.2","2.4.3","2.4.4","2.4.5","2.4.6","2.4.7","2.4.8"]}]},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLXIzNHItZjg0ai01eDR4","url":"https://github.com/advisories/GHSA-r34r-f84j-5x4x","title":"Moderate severity vulnerability that affects org.apache.spark:spark-core_2.10 and org.apache.spark:spark-core_2.11","description":"In Apache Spark before 2.2.0, it is possible for an attacker to take advantage of a user's trust in the server to trick them into visiting a link that points to a shared Spark cluster and submits data including MHTML to the Spark master, or history server. This data, which could contain a script, would then be reflected back to the user and could be evaluated and executed by MS Windows-based clients. It is not an attack on Spark itself, but on the user, who may then execute the script inadvertently when viewing elements of the Spark web 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GHSA-g3rq-g295-4j3m","Warn: Project is vulnerable to: GHSA-h5c8-rqwp-cp95","Warn: Project is vulnerable to: GHSA-h75v-3vvj-5mfj","Warn: Project is vulnerable to: PYSEC-2019-220 / GHSA-hj2j-77xm-mc5v","Warn: Project is vulnerable to: GHSA-q2x7-8rv6-6q7h","Warn: Project is vulnerable to: PYSEC-2024-241 / GHSA-3v79-q7ph-j75h","Warn: Project is vulnerable to: GHSA-43c4-9qgj-x742","Warn: Project is vulnerable to: GHSA-49m6-vrr9-2cqm","Warn: Project is vulnerable to: GHSA-4qq5-mxxx-m6gg","Warn: Project is vulnerable to: PYSEC-2025-17 / GHSA-4rj2-9gcx-5qhx","Warn: Project is vulnerable to: GHSA-4rqf-8pfm-p36r","Warn: Project is vulnerable to: PYSEC-2023-253 / GHSA-554w-xh4j-8w64","Warn: Project is vulnerable to: GHSA-59v3-898r-qwhj","Warn: Project is vulnerable to: GHSA-5mvj-wmgj-7q8c","Warn: Project is vulnerable to: GHSA-5p3h-7fwh-92rc","Warn: Project is vulnerable to: PYSEC-2024-239 / GHSA-5q6c-ffvg-xcm9","Warn: Project is vulnerable to: PYSEC-2023-252 / GHSA-5r3q-93q3-f978","Warn: Project 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This does not affect Spark clusters using other resource managers (YARN, Mesos, etc).","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2022-02-10T23:05:20.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":9.3,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2020-9480","https://lists.apache.org/thread.html/r03ad9fe7c07d6039fba9f2152d345274473cb0af3d8a4794a6645f4b@%3Cuser.spark.apache.org%3E","https://lists.apache.org/thread.html/ra0e62a18ad080c4ce6df5e0202a27eaada75222761efc3f7238b5a3b@%3Ccommits.doris.apache.org%3E","https://lists.apache.org/thread.html/rb3956440747e41940d552d377d50b144b60085e7ff727adb0e575d8d@%3Ccommits.submarine.apache.org%3E","https://lists.apache.org/thread.html/ree9e87aae81852330290a478692e36ea6db47a52a694545c7d66e3e2@%3Cdev.spark.apache.org%3E","https://spark.apache.org/security.html#CVE-2020-9480","https://www.oracle.com/security-alerts/cpuApr2021.html","https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2020-95.yaml","https://github.com/advisories/GHSA-wgx7-jwwm-cgjv"],"source_kind":"github","identifiers":["GHSA-wgx7-jwwm-cgjv","CVE-2020-9480"],"repository_url":null,"blast_radius":35.28679345120902,"packages":[{"versions":[{"first_patched_version":"2.4.6","vulnerable_version_range":"\u003c 2.4.6"}],"ecosystem":"pypi","package_name":"pyspark"},{"versions":[{"first_patched_version":"2.4.6","vulnerable_version_range":"\u003c= 2.4.5"}],"ecosystem":"maven","package_name":"org.apache.spark:spark-parent_2.11"}],"created_at":"2022-12-21T16:13:04.412Z","updated_at":"2024-10-15T16:15:46.000Z","epss_percentage":0.80619,"epss_percentile":0.99072},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLThyaGMtNDhwcC01Mmdy","url":"https://github.com/advisories/GHSA-8rhc-48pp-52gr","title":"Apache Spark Deserialization of Untrusted Data vulnerability","description":"In Apache Spark 1.6.0 until 2.1.1, the launcher API performs unsafe deserialization of data received by its socket. This makes applications launched programmatically using the launcher API potentially vulnerable to arbitrary code execution by an attacker with access to any user account on the local machine. It does not affect apps run by spark-submit or spark-shell. The attacker would be able to execute code as the user that ran the Spark application. Users are encouraged to update to version 2.1.2, 2.2.0 or later.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2018-11-09T17:43:25.000Z","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://nvd.nist.gov/vuln/detail/CVE-2017-12612","https://mail-archives.apache.org/mod_mbox/spark-dev/201709.mbox/%3CCAEccTyy-1yYuhdNgkBUg0sr9NeaZSrBKkBePdTNZbxXZNTAR-g%40mail.gmail.com%3E","https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2017-147.yaml","https://github.com/advisories/GHSA-8rhc-48pp-52gr"],"source_kind":"github","identifiers":["GHSA-8rhc-48pp-52gr","CVE-2017-12612"],"repository_url":null,"blast_radius":65.81952593965475,"packages":[{"versions":[{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003c 2.1.2"}],"ecosystem":"pypi","package_name":"pyspark"},{"versions":[{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003c 2.1.2"}],"ecosystem":"maven","package_name":"org.apache.spark:spark-core_2.10"},{"versions":[{"first_patched_version":"2.1.2","vulnerable_version_range":"\u003c 2.1.2"}],"ecosystem":"maven","package_name":"org.apache.spark:spark-core_2.11"}],"created_at":"2022-12-21T16:13:33.737Z","updated_at":"2024-11-26T18:49:59.000Z","epss_percentage":0.00155,"epss_percentile":0.37401},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWZwNWotM2ZwZi1taGo1","url":"https://github.com/advisories/GHSA-fp5j-3fpf-mhj5","title":"Sensitive data written to disk unencrypted in Spark","description":"Prior to Spark 2.3.3, in certain situations Spark would write user data to local disk unencrypted, even if spark.io.encryption.enabled=true. This includes cached blocks that are fetched to disk (controlled by spark.maxRemoteBlockSizeFetchToMem); in SparkR, using parallelize; in Pyspark, using broadcast and parallelize; and use of python udfs.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2019-08-08T15:18:22.000Z","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:H/VI:N/VA:N/SC:N/SI:N/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2019-10099","https://lists.apache.org/thread.html/c2a39c207421797f82823a8aff488dcd332d9544038307bf69a2ba9e@%3Cuser.spark.apache.org%3E","https://lists.apache.org/thread.html/rabe1d47e2bf8b8f6d9f3068c8d2679731d57fa73b3a7ed1fa82406d2@%3Cissues.spark.apache.org%3E","https://lists.apache.org/thread.html/ra216b7b0dd82a2c12c2df9d6095e689eb3f3d28164e6b6587da69fae@%3Ccommits.spark.apache.org%3E","https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2019-114.yaml","https://github.com/advisories/GHSA-fp5j-3fpf-mhj5"],"source_kind":"github","identifiers":["GHSA-fp5j-3fpf-mhj5","CVE-2019-10099"],"repository_url":null,"blast_radius":67.3151841519239,"packages":[{"versions":[{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003e= 0, \u003c 2.3.3"}],"ecosystem":"pypi","package_name":"pyspark"},{"versions":[{"first_patched_version":"2.3.3","vulnerable_version_range":"\u003c 2.3.3"}],"ecosystem":"maven","package_name":"org.apache.spark:spark-core_2.11"}],"created_at":"2022-12-21T16:13:28.557Z","updated_at":"2024-10-24T21:48:37.000Z","epss_percentage":0.00542,"epss_percentile":0.66514},{"uuid":"GSA_kwCzR0hTQS05cnI2LWpwZzctOWpnNs0yFQ","url":"https://github.com/advisories/GHSA-9rr6-jpg7-9jg6","title":"Authentication Bypass by Capture-replay in Apache Spark","description":"Apache Spark supports end-to-end encryption of RPC connections via \"spark.authenticate\" and \"spark.network.crypto.enabled\". In versions 3.1.2 and earlier, it uses a bespoke mutual authentication protocol that allows for full encryption key recovery. After an initial interactive attack, this would allow someone to decrypt plaintext traffic offline. Note that this does not affect security mechanisms controlled by \"spark.authenticate.enableSaslEncryption\", \"spark.io.encryption.enabled\", \"spark.ssl\", \"spark.ui.strictTransportSecurity\". Update to Apache Spark 3.1.3 or later","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-03-11T00:02:36.000Z","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:H/VI:N/VA:N/SC:N/SI:N/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2021-38296","https://lists.apache.org/thread/70x8fw2gx3g9ty7yk0f2f1dlpqml2smd","https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2022-186.yaml","https://www.oracle.com/security-alerts/cpujul2022.html","https://github.com/advisories/GHSA-9rr6-jpg7-9jg6"],"source_kind":"github","identifiers":["GHSA-9rr6-jpg7-9jg6","CVE-2021-38296"],"repository_url":null,"blast_radius":34.01022613177618,"packages":[{"versions":[{"first_patched_version":"3.1.3","vulnerable_version_range":"\u003c 3.1.3"}],"ecosystem":"pypi","package_name":"pyspark"},{"versions":[{"first_patched_version":"3.1.3","vulnerable_version_range":"\u003c 3.1.3"}],"ecosystem":"maven","package_name":"org.apache.spark:spark-core"}],"created_at":"2022-12-21T16:12:33.778Z","updated_at":"2025-08-10T05:48:07.528Z","epss_percentage":0.00855,"epss_percentile":0.74018},{"uuid":"GSA_kwCzR0hTQS01OWh3LWo5ZzYtbWZnM84AAzDj","url":"https://github.com/advisories/GHSA-59hw-j9g6-mfg3","title":"Apache Spark UI vulnerable to Command Injection","description":"The Apache Spark UI offers the possibility to enable ACLs via the configuration option spark.acls.enable. With an authentication filter, this checks whether a user has access permissions to view or modify the application. If ACLs are enabled, a code path in HttpSecurityFilter can allow someone to perform impersonation by providing an arbitrary user name. A malicious user might then be able to reach a permission check function that will ultimately build a Unix shell command based on their input, and execute it. This will result in arbitrary shell command execution as the user Spark is currently running as. This issue was disclosed earlier as CVE-2022-33891, but incorrectly claimed version 3.1.3 (which has since gone EOL) would not be affected.\n\nNOTE: This vulnerability only affects products that are no longer supported by the maintainer.\n\nUsers are recommended to upgrade to a supported version of Apache Spark, such as version 3.4.0.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2023-05-02T09:30:17.000Z","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:L/SI:L/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2023-32007","https://lists.apache.org/thread/poxgnxhhnzz735kr1wos366l5vdbb0nv","https://spark.apache.org/security.html","https://www.cve.org/CVERecord?id=CVE-2022-33891","https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2023-72.yaml","https://www.openwall.com/lists/oss-security/2023/05/02/1","http://www.openwall.com/lists/oss-security/2023/05/02/1","https://github.com/advisories/GHSA-59hw-j9g6-mfg3"],"source_kind":"github","identifiers":["GHSA-59hw-j9g6-mfg3","CVE-2023-32007"],"repository_url":null,"blast_radius":33.01022613177618,"packages":[{"versions":[{"first_patched_version":"3.2.2","vulnerable_version_range":"\u003e= 3.1.1, \u003c 3.2.2"}],"ecosystem":"pypi","package_name":"pyspark"},{"versions":[{"first_patched_version":"3.2.2","vulnerable_version_range":"\u003e= 3.1.1, \u003c 3.2.2"}],"ecosystem":"maven","package_name":"org.apache.spark:spark-parent_2.12"}],"created_at":"2023-05-02T17:03:23.152Z","updated_at":"2025-02-13T18:54:28.000Z","epss_percentage":0.91062,"epss_percentile":0.9962},{"uuid":"GSA_kwCzR0hTQS0zMjlqLWpmdnItcmhyNs4AAyz5","url":"https://github.com/advisories/GHSA-329j-jfvr-rhr6","title":"Apache Spark vulnerable to Improper Privilege Management","description":"In Apache Spark versions prior to versions 3.4.0 and 3.3.3, applications using spark-submit can specify a `proxy-user` to run as, limiting privileges. The application can execute code with the privileges of the submitting user, however, by providing malicious configuration-related classes on the classpath. This affects architectures relying on proxy-user, for example those using Apache Livy to manage submitted applications.\n\nUpdate to Apache Spark 3.4.0, 3.3.3, or later, and ensure that spark.submit.proxyUser.allowCustomClasspathInClusterMode is set to its default of \"false\", and is not overridden by submitted applications.","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2023-04-17T09:30:23.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://nvd.nist.gov/vuln/detail/CVE-2023-22946","https://lists.apache.org/thread/yllfl25xh5tbotjmg93zrq4bzwhqc0gv","https://github.com/apache/spark/pull/39474","https://github.com/apache/spark/pull/41428","https://github.com/apache/spark/commit/909da96e1471886a01a9e1def93630c4fd40e74a","https://github.com/degant/spark/commit/bfba57724d2520e0fcaa7990f7257c21d11cd75a","https://issues.apache.org/jira/browse/SPARK-41958","https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2023-44.yaml","https://github.com/advisories/GHSA-329j-jfvr-rhr6"],"source_kind":"github","identifiers":["GHSA-329j-jfvr-rhr6","CVE-2023-22946"],"repository_url":"https://github.com/apache/spark","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"3.3.2","vulnerable_version_range":"\u003c 3.3.2"}],"ecosystem":"pypi","package_name":"pyspark"},{"versions":[{"first_patched_version":"3.3.3","vulnerable_version_range":"\u003c= 3.3.2"}],"ecosystem":"maven","package_name":"org.apache.spark:spark-core_2.13"},{"versions":[{"first_patched_version":"3.3.3","vulnerable_version_range":"\u003c= 3.3.2"}],"ecosystem":"maven","package_name":"org.apache.spark:spark-core_2.12"}],"created_at":"2023-04-21T21:03:18.793Z","updated_at":"2024-10-15T18:43:47.000Z","epss_percentage":0.00181,"epss_percentile":0.40244},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLWZ2eHYtOXh4ci1oN3dq","url":"https://github.com/advisories/GHSA-fvxv-9xxr-h7wj","title":"Pyspark User Impersonation Vulnerability","description":"When using PySpark , it's possible for a different local user to connect to the Spark application and impersonate the user running the Spark application. This affects versions 1.x, 2.0.x, 2.1.x, 2.2.0 to 2.2.2, and 2.3.0 to 2.3.1.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2019-02-07T18:02:21.000Z","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:H/VA:N/SC:N/SI:N/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2018-11760","https://github.com/advisories/GHSA-fvxv-9xxr-h7wj","https://lists.apache.org/thread.html/6d015e56b3a3da968f86e0b6acc69f17ecc16b499389e12d8255bf6e@%3Ccommits.spark.apache.org%3E","https://lists.apache.org/thread.html/a86ee93d07b6f61b82b61a28049aed311f5cc9420d26cc95f1a9de7b@%3Cuser.spark.apache.org%3E","https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2019-169.yaml","https://web.archive.org/web/20200227091119/http://www.securityfocus.com/bid/106786","https://web.archive.org/web/20200925111106/https://issues.apache.org/jira/browse/SPARK-26802"],"source_kind":"github","identifiers":["GHSA-fvxv-9xxr-h7wj","CVE-2018-11760"],"repository_url":null,"blast_radius":25.80109628690552,"packages":[{"versions":[{"first_patched_version":"2.2.3","vulnerable_version_range":"\u003e= 1.0.2, \u003c 2.2.3"},{"first_patched_version":"2.3.2","vulnerable_version_range":"\u003e= 2.3.0, \u003c 2.3.2"}],"ecosystem":"pypi","package_name":"pyspark"}],"created_at":"2022-12-21T16:12:20.989Z","updated_at":"2024-10-24T21:44:46.000Z","epss_percentage":0.005,"epss_percentile":0.64508},{"uuid":"GSA_kwCzR0hTQS00M3hnLTh3bWotY3c4aM4AAvn5","url":"https://github.com/advisories/GHSA-43xg-8wmj-cw8h","title":"Apache Spark vulnerable to Log Injection","description":"A stored cross-site scripting (XSS) vulnerability in Apache Spark 3.2.1 and earlier, and 3.3.0, allows remote attackers to execute arbitrary JavaScript in the web browser of a user, by including a malicious payload into the logs which would be returned in logs rendered in the UI.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2022-11-01T19:00:29.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://nvd.nist.gov/vuln/detail/CVE-2022-31777","https://lists.apache.org/thread/60mgbswq2lsmrxykfxpqq13ztkm2ht6q","https://github.com/apache/spark/commit/ad90195de56688ce0898691eb9d04297ab0871ad","https://github.com/pypa/advisory-database/tree/main/vulns/pyspark/PYSEC-2022-42976.yaml","http://www.openwall.com/lists/oss-security/2022/11/01/14","https://web.archive.org/web/20220728105026/https://issues.apache.org/jira/browse/SPARK-39505","https://github.com/advisories/GHSA-43xg-8wmj-cw8h"],"source_kind":"github","identifiers":["GHSA-43xg-8wmj-cw8h","CVE-2022-31777"],"repository_url":"https://github.com/apache/spark","blast_radius":1.0,"packages":[{"versions":[{"first_patched_version":"3.3.1","vulnerable_version_range":"= 3.3.0"},{"first_patched_version":"3.2.2","vulnerable_version_range":"\u003c 3.2.2"}],"ecosystem":"pypi","package_name":"pyspark"},{"versions":[{"first_patched_version":"3.3.1","vulnerable_version_range":"= 3.3.0"},{"first_patched_version":"3.2.2","vulnerable_version_range":"\u003c 3.2.2"}],"ecosystem":"maven","package_name":"org.apache.spark:spark-core"}],"created_at":"2022-12-21T16:11:51.634Z","updated_at":"2024-10-15T16:11:45.000Z","epss_percentage":0.00262,"epss_percentile":0.4942},{"uuid":"MDE2OlNlY3VyaXR5QWR2aXNvcnlHSFNBLTZtcXEtOHI0NC12bWpj","url":"https://github.com/advisories/GHSA-6mqq-8r44-vmjc","title":"Exposure of Sensitive Information to an Unauthorized Actor in Apache Spark","description":"In Apache Spark 1.0.0 to 2.1.2, 2.2.0 to 2.2.1, and 2.3.0, when using PySpark or SparkR, it's possible for a different local user to connect to the Spark application and impersonate the user running the Spark 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