{"data":{"id":"b790daef-4a8e-489e-8d19-ac2a672a46ac","title":"CVE-2022-35963: TensorFlow is an open source platform for machine learning. The implementation of `FractionalAvgPoolGrad` does not…","summary":"CVE-2022-35963 affects TensorFlow's `FractionalAvgPoolGrad` implementation, which does not fully validate the input `orig_input_tensor_shape`. The resulting overflow triggers a `CHECK` failure that can be used to launch a denial of service attack.","solution":"Patched in GitHub commit 03a659d7be9a1154fdf5eeac221e5950fec07dad. The fix will be included in TensorFlow 2.10.0, and the commit will be cherry-picked to TensorFlow 2.9.1, 2.8.1 and 2.7.2.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-35963","publishedAt":"2022-09-17T00:15:10.640Z","cveId":"CVE-2022-35963","cweIds":["CWE-617"],"cvssScore":"5.9","cvssSeverity":"medium","severity":"medium","attackType":["denial_of_service"],"issueType":"vulnerability","affectedPackages":["tensorflow@< 2.7.2 (fixed: 2.7.2)","tensorflow@>= 2.8.0, < 2.8.1 (fixed: 2.8.1)","tensorflow@>= 2.9.0, < 2.9.1 (fixed: 2.9.1)","tensorflow-cpu@< 2.7.2 (fixed: 2.7.2)","tensorflow-cpu@>= 2.8.0, < 2.8.1 (fixed: 2.8.1)","tensorflow-cpu@>= 2.9.0, < 2.9.1 (fixed: 2.9.1)","tensorflow-gpu@< 2.7.2 (fixed: 2.7.2)","tensorflow-gpu@>= 2.8.0, < 2.8.1 (fixed: 2.8.1)","tensorflow-gpu@>= 2.9.0, < 2.9.1 (fixed: 2.9.1)"],"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 denial of service through FractionalAvgPoolGrad input validation","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00478,"epssCheckedAt":"2026-11-04T12:08:35.508Z","kevDateAdded":null,"advisoryAliases":["GHSA-84jm-4cf3-9jfm"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:58:02.686Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-05-16T18:54:48.982Z","daysToFix":-124,"fixCheckedAt":"2026-10-29T21:48:27.582Z","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":"2.8.1","matchedVersion":"2.8.1","fixReleasedAt":"2022-05-16T19:21:57.289Z","daysToFix":-124,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:48:27.431Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.9.1","matchedVersion":"2.9.1","fixReleasedAt":"2022-05-23T17:28:56.219Z","daysToFix":-117,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:27.431Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.9.1","matchedVersion":"2.9.1","fixReleasedAt":"2022-05-23T17:21:49.277Z","daysToFix":-117,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:48:27.431Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.7.2","matchedVersion":"2.7.2","fixReleasedAt":"2022-05-16T18:59:09.959Z","daysToFix":-124,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:27.431Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.9.1","matchedVersion":"2.9.1","fixReleasedAt":"2022-05-23T17:23:58.466Z","daysToFix":-117,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:27.431Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.8.1","matchedVersion":"2.8.1","fixReleasedAt":"2022-05-16T19:27:17.566Z","daysToFix":-124,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:27.431Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.7.2","matchedVersion":"2.7.2","fixReleasedAt":"2022-05-16T18:54:48.982Z","daysToFix":-124,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:48:27.431Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.8.1","matchedVersion":"2.8.1","fixReleasedAt":"2022-05-16T19:23:13.921Z","daysToFix":-124,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:27.431Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.7.2","matchedVersion":"2.7.2","fixReleasedAt":"2022-05-16T18:55:45.407Z","daysToFix":-124,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:48:27.431Z"}]}}