{"data":{"id":"c6fa16ea-d38c-4292-b9d6-27b03bbe1e14","title":"CVE-2022-41885: TensorFlow is an open source platform for machine learning. When `tf.raw_ops.FusedResizeAndPadConv2D` is given a large…","summary":"CVE-2022-41885 is a buffer size overflow in TensorFlow's `tf.raw_ops.FusedResizeAndPadConv2D` when it receives a large tensor shape. The flaw is tracked as CWE-131, Incorrect Calculation of Buffer Size. The source states that TensorFlow 2.10.1, 2.9.3 and 2.8.4 are also affected and still in supported range.","solution":"Patched in GitHub commit d66e1d568275e6a2947de97dca7a102a211e01ce. The fix will be included in TensorFlow 2.11, and the commit will 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-2022-41885","publishedAt":"2022-11-19T03:15:14.147Z","cveId":"CVE-2022-41885","cweIds":["CWE-131","CWE-131"],"cvssScore":"4.8","cvssSeverity":"medium","severity":"medium","attackType":["denial_of_service"],"issueType":"vulnerability","affectedPackages":["tensorflow@< 2.7.4 (fixed: 2.7.4)","tensorflow@>= 2.8.0, < 2.8.1 (fixed: 2.8.1)","tensorflow@>= 2.9.0, < 2.9.1 (fixed: 2.9.1)","tensorflow-cpu@< 2.7.4 (fixed: 2.7.4)","tensorflow-gpu@< 2.7.4 (fixed: 2.7.4)","tensorflow-cpu@>= 2.8.0, < 2.8.1 (fixed: 2.8.1)","tensorflow-gpu@>= 2.8.0, < 2.8.1 (fixed: 2.8.1)","tensorflow-cpu@>= 2.9.0, < 2.9.1 (fixed: 2.9.1)","tensorflow-gpu@>= 2.9.0, < 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 buffer overflow in tf.raw_ops.FusedResizeAndPadConv2D","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00472,"epssCheckedAt":"2026-11-04T18:09:13.116Z","kevDateAdded":null,"advisoryAliases":["GHSA-762h-vpvw-3rcx"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:57:32.920Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-05-16T19:21:57.289Z","daysToFix":-187,"fixCheckedAt":"2026-10-29T21:47:45.228Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.9,"researchCategory":null,"atlasIds":null,"fixes":[{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.9.1","matchedVersion":"2.9.1","fixReleasedAt":"2022-05-23T17:28:56.219Z","daysToFix":-180,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:45.075Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.7.4","matchedVersion":"2.7.4","fixReleasedAt":"2022-09-02T19:06:20.764Z","daysToFix":-78,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:47:45.075Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.7.4","matchedVersion":"2.7.4","fixReleasedAt":"2022-09-02T19:07:38.411Z","daysToFix":-78,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:45.075Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.8.1","matchedVersion":"2.8.1","fixReleasedAt":"2022-05-16T19:23:13.921Z","daysToFix":-187,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:45.075Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.9.1","matchedVersion":"2.9.1","fixReleasedAt":"2022-05-23T17:21:49.277Z","daysToFix":-180,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:47:45.075Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.9.1","matchedVersion":"2.9.1","fixReleasedAt":"2022-05-23T17:23:58.466Z","daysToFix":-180,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:45.075Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.8.1","matchedVersion":"2.8.1","fixReleasedAt":"2022-05-16T19:27:17.566Z","daysToFix":-187,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:45.075Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.7.4","matchedVersion":"2.7.4","fixReleasedAt":"2022-09-02T19:11:51.709Z","daysToFix":-78,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:47:45.075Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.8.1","matchedVersion":"2.8.1","fixReleasedAt":"2022-05-16T19:21:57.289Z","daysToFix":-187,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:47:45.075Z"}]}}