{"data":{"id":"32644472-8c2d-4422-a97b-b830d20f9124","title":"CVE-2022-41898: TensorFlow is an open source platform for machine learning. If `SparseFillEmptyRowsGrad` is given empty inputs…","summary":"CVE-2022-41898 affects TensorFlow. When `SparseFillEmptyRowsGrad` receives empty inputs, TensorFlow crashes. The issue is patched in GitHub commit af4a6a3c8b95022c351edae94560acc61253a1b8, which will ship in TensorFlow 2.11 and be cherrypicked to 2.10.1, 2.9.3 and 2.8.4.","solution":"Fixed by GitHub commit af4a6a3c8b95022c351edae94560acc61253a1b8, included in TensorFlow 2.11, and cherrypicked to TensorFlow 2.10.1, 2.9.3 and 2.8.4.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-41898","publishedAt":"2022-11-19T03:15:19.420Z","cveId":"CVE-2022-41898","cweIds":["CWE-20"],"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 crash in SparseFillEmptyRowsGrad with empty inputs","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00494,"epssCheckedAt":"2026-11-04T06:10:13.820Z","kevDateAdded":null,"advisoryAliases":["GHSA-hq7g-wwwp-q46h"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:57:26.107Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-11-16T18:44:24.219Z","daysToFix":-3,"fixCheckedAt":"2026-10-29T21:47:35.683Z","capecIds":null,"crossRefCount":0,"attackSophistication":"trivial","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null,"fixes":[{"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":"2026-10-29T21:47:35.531Z"},{"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":"2026-10-29T21:47:35.531Z"},{"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":"2026-10-29T21:47:35.531Z"},{"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":"2026-10-29T21:47:35.531Z"},{"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":"2026-10-29T21:47:35.531Z"},{"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":"2026-10-29T21:47:35.531Z"},{"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":"2026-10-29T21:47:35.531Z"},{"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":"2026-10-29T21:47:35.531Z"},{"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":"2026-10-29T21:47:35.531Z"}]}}