{"data":{"id":"1d63e3d3-8136-49df-8848-ace17fb0ad27","title":"CVE-2022-41899: TensorFlow is an open source platform for machine learning. Inputs `dense_features` or `example_state_data` not of rank…","summary":"CVE-2022-41899 affects TensorFlow. Passing inputs `dense_features` or `example_state_data` that are not of rank 2 triggers a `CHECK` failure in `SdcaOptimizer`. The source lists TensorFlow 2.10.1, 2.9.3 and 2.8.4 as affected and still within supported range.","solution":"The patch is GitHub commit 80ff197d03db2a70c6a111f97dcdacad1b0babfa. The fix will be included in TensorFlow 2.11, and the commit will also be cherry-picked to TensorFlow 2.10.1, 2.9.3 and 2.8.4.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-41899","publishedAt":"2022-11-19T03:15:19.817Z","cveId":"CVE-2022-41899","cweIds":["CWE-20","CWE-617"],"cvssScore":"4.8","cvssSeverity":"medium","severity":"medium","attackType":["denial_of_service"],"issueType":"vulnerability","affectedPackages":["tensorflow@< 2.8.4 (fixed: 2.8.4)","tensorflow@>= 2.9.0, < 2.9.3 (fixed: 2.9.3)","tensorflow@>= 2.10.0, < 2.10.1 (fixed: 2.10.1)","tensorflow-cpu@< 2.8.4 (fixed: 2.8.4)","tensorflow-gpu@< 2.8.4 (fixed: 2.8.4)","tensorflow-cpu@>= 2.9.0, < 2.9.3 (fixed: 2.9.3)","tensorflow-gpu@>= 2.9.0, < 2.9.3 (fixed: 2.9.3)","tensorflow-cpu@>= 2.10.0, < 2.10.1 (fixed: 2.10.1)","tensorflow-gpu@>= 2.10.0, < 2.10.1 (fixed: 2.10.1)"],"affectedPackageNames":["tensorflow","tensorflow-cpu","tensorflow-gpu"],"affectedPackageRefs":["pypi:tensorflow","pypi:tensorflow-cpu","pypi:tensorflow-gpu"],"affectedVendors":["Google"],"affectedVendorsRaw":["TensorFlow"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":"TensorFlow SdcaOptimizer assertion failure from rank-invalid dense_features","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00494,"epssCheckedAt":"2026-11-04T18:09:14.876Z","kevDateAdded":null,"advisoryAliases":["GHSA-27rc-728f-x5w2"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:57:25.594Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-11-16T18:44:24.219Z","daysToFix":-3,"fixCheckedAt":"2026-10-29T21:47:34.879Z","capecIds":null,"crossRefCount":0,"attackSophistication":"trivial","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.9,"researchCategory":null,"atlasIds":null,"fixes":[{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.9.3","matchedVersion":"2.9.3","fixReleasedAt":"2022-11-16T19:24:11.468Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:47:34.725Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.8.4","matchedVersion":"2.8.4","fixReleasedAt":"2022-11-16T18:51:04.818Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:34.725Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.10.1","matchedVersion":"2.10.1","fixReleasedAt":"2022-11-16T20:05:33.350Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:34.725Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.10.1","matchedVersion":"2.10.1","fixReleasedAt":"2022-11-16T20:03:56.467Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:47:34.725Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.8.4","matchedVersion":"2.8.4","fixReleasedAt":"2022-11-16T18:44:24.219Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:47:34.725Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.9.3","matchedVersion":"2.9.3","fixReleasedAt":"2022-11-16T19:25:59.532Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:34.725Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.10.1","matchedVersion":"2.10.1","fixReleasedAt":"2022-11-16T20:10:45.110Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:34.725Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.9.3","matchedVersion":"2.9.3","fixReleasedAt":"2022-11-16T19:31:25.640Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:34.725Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.8.4","matchedVersion":"2.8.4","fixReleasedAt":"2022-11-16T18:46:03.386Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:34.725Z"}]}}