{"data":{"id":"32264060-2222-4876-b998-95915f96bc94","title":"CVE-2022-36027: TensorFlow is an open source platform for machine learning. When converting transposed convolutions using per-channel…","summary":"A flaw in TensorFlow's converter causes a segfault and crashes the Python process when it converts transposed convolutions that use per-channel weight quantization. The issue is patched in GitHub commit aa0b852a4588cea4d36b74feb05d93055540b450, and the fix will be included in TensorFlow 2.10.0.","solution":"Patched in GitHub commit aa0b852a4588cea4d36b74feb05d93055540b450, to be included in TensorFlow 2.10.0. The commit will also be cherrypicked to TensorFlow 2.9.1, 2.8.1 and 2.7.2.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-36027","publishedAt":"2022-09-17T03:15:11.430Z","cveId":"CVE-2022-36027","cweIds":["CWE-20"],"cvssScore":"5.9","cvssSeverity":"medium","severity":"medium","attackType":["other"],"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 crash in converter with per-channel quantization","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00765,"epssCheckedAt":"2026-11-04T06:10:13.536Z","kevDateAdded":null,"advisoryAliases":["GHSA-79h2-q768-fpxr"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:57:35.596Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-05-16T18:54:48.982Z","daysToFix":-124,"fixCheckedAt":"2026-10-29T21:47:48.382Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null,"fixes":[{"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":"2026-10-29T21:47:48.231Z"},{"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":"2026-10-29T21:47:48.231Z"},{"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":"2026-10-29T21:47:48.231Z"},{"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":"2026-10-29T21:47:48.231Z"},{"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":"2026-10-29T21:47:48.231Z"},{"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":"2026-10-29T21:47:48.231Z"},{"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":"2026-10-29T21:47:48.231Z"},{"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":"2026-10-29T21:47:48.231Z"},{"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":"2026-10-29T21:47:48.231Z"}]}}