{"data":{"id":"8ca308b4-079f-420c-96fa-d5f431cb79ae","title":"CVE-2022-41895: TensorFlow is an open source platform for machine learning. If `MirrorPadGrad` is given outsize input `paddings`…","summary":"CVE-2022-41895 affects TensorFlow's `MirrorPadGrad` operation. When it receives oversized `paddings` input, TensorFlow produces a heap out-of-bounds error, classified as CWE-125. The issue is patched in GitHub commit 717ca98d8c3bba348ff62281fdf38dcb5ea1ec92, which will ship in TensorFlow 2.11, and the commit is also being cherry-picked to 2.10.1, 2.9.3 and 2.8.4.","solution":"Patched in GitHub commit 717ca98d8c3bba348ff62281fdf38dcb5ea1ec92, included in TensorFlow 2.11; the same commit is being cherry-picked to TensorFlow 2.10.1, 2.9.3 and 2.8.4.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-41895","publishedAt":"2022-11-19T03:15:18.107Z","cveId":"CVE-2022-41895","cweIds":["CWE-125"],"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 heap out-of-bounds error in MirrorPadGrad via outsize paddings input","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00494,"epssCheckedAt":"2026-11-04T12:08:33.950Z","kevDateAdded":null,"advisoryAliases":["GHSA-gq2j-cr96-gvqx"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:57:27.767Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-11-16T18:44:24.219Z","daysToFix":-3,"fixCheckedAt":"2026-10-29T21:47:37.978Z","capecIds":["CAPEC-540"],"crossRefCount":0,"attackSophistication":"moderate","impactType":["availability","integrity"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.9,"researchCategory":null,"atlasIds":null,"fixes":[{"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":"2026-10-29T21:47:37.820Z"},{"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":"2026-10-29T21:47:37.820Z"},{"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":"2026-10-29T21:47:37.820Z"},{"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":"2026-10-29T21:47:37.820Z"},{"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":"2026-10-29T21:47:37.820Z"},{"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":"2026-10-29T21:47:37.820Z"},{"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":"2026-10-29T21:47:37.820Z"},{"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":"2026-10-29T21:47:37.820Z"},{"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":"2026-10-29T21:47:37.820Z"}]}}