{"data":{"id":"14c158e8-c13c-4fc9-9238-d11419342e0a","title":"CVE-2022-23574: Tensorflow is an Open Source Machine Learning Framework. There is a typo in TensorFlow's `SpecializeType` which results…","summary":"CVE-2022-23574 affects TensorFlow's `SpecializeType`, where a typo causes `arg` to be initialized to the ith mutable argument while the loop index is j. This lets `arg` be assigned from outside the argument vector, enabling heap out-of-bounds read and write through a mutable proto value.","solution":"The fix will be included in TensorFlow 2.8.0. The same commit will be cherry-picked to TensorFlow 2.7.1 and TensorFlow 2.6.3, which are also affected and still in supported range.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-23574","publishedAt":"2022-02-05T04:15:14.340Z","cveId":"CVE-2022-23574","cweIds":["CWE-125","CWE-787"],"cvssScore":"8.8","cvssSeverity":"high","severity":"high","attackType":["other"],"issueType":"vulnerability","affectedPackages":["tensorflow@< 2.5.3 (fixed: 2.5.3)","tensorflow@>= 2.6.0, < 2.6.3 (fixed: 2.6.3)","tensorflow@= 2.7.0 (fixed: 2.7.1)","tensorflow-cpu@< 2.5.3 (fixed: 2.5.3)","tensorflow-cpu@>= 2.6.0, < 2.6.3 (fixed: 2.6.3)","tensorflow-cpu@= 2.7.0 (fixed: 2.7.1)","tensorflow-gpu@< 2.5.3 (fixed: 2.5.3)","tensorflow-gpu@>= 2.6.0, < 2.6.3 (fixed: 2.6.3)","tensorflow-gpu@= 2.7.0 (fixed: 2.7.1)"],"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 SpecializeType typo causes heap out-of-bounds read and write","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00844,"epssCheckedAt":"2026-11-04T18:09:14.312Z","kevDateAdded":null,"advisoryAliases":["GHSA-77gp-3h4r-6428"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:58:35.966Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-02-02T16:55:58.910Z","daysToFix":-3,"fixCheckedAt":"2026-10-29T21:49:14.705Z","capecIds":["CAPEC-100","CAPEC-540"],"crossRefCount":0,"attackSophistication":"moderate","impactType":["confidentiality","integrity","availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null,"fixes":[{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.5.3","matchedVersion":"2.5.3","fixReleasedAt":"2022-02-02T17:00:33.101Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:14.553Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.5.3","matchedVersion":"2.5.3","fixReleasedAt":"2022-02-02T16:55:58.910Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:49:14.553Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.5.3","matchedVersion":"2.5.3","fixReleasedAt":"2022-02-02T16:56:59.291Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:14.553Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.7.1","matchedVersion":"2.7.1","fixReleasedAt":"2022-02-02T16:58:42.928Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:49:14.553Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.7.1","matchedVersion":"2.7.1","fixReleasedAt":"2022-02-02T17:00:16.748Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:14.553Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.6.3","matchedVersion":"2.6.3","fixReleasedAt":"2022-02-02T17:00:49.166Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:14.553Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.6.3","matchedVersion":"2.6.3","fixReleasedAt":"2022-02-02T16:56:09.440Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:49:14.553Z"},{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.6.3","matchedVersion":"2.6.3","fixReleasedAt":"2022-02-02T16:57:11.096Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:14.553Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.7.1","matchedVersion":"2.7.1","fixReleasedAt":"2022-02-02T17:04:59.397Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:14.553Z"}]}}