{"data":{"id":"66c2330f-170e-4c71-8567-3be5d05e15ef","title":"CVE-2022-23592: Tensorflow is an Open Source Machine Learning Framework. TensorFlow's type inference can cause a heap out of bounds…","summary":"CVE-2022-23592 affects TensorFlow, an open source machine learning framework. Its type inference performs bounds checking inside a `DCHECK`, which is a no-op in production builds, allowing a heap out of bounds read. An attacker who controls the `input_idx` variable can make `ix` exceed the number of values in `node_t.args`. TensorFlow 2.8.0 is the only affected version.","solution":"The fix will be included in TensorFlow 2.8.0.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-23592","publishedAt":"2022-02-05T04:15:15.307Z","cveId":"CVE-2022-23592","cweIds":["CWE-125"],"cvssScore":"8.1","cvssSeverity":"high","severity":"high","attackType":["other"],"issueType":"vulnerability","affectedPackages":["tensorflow@= 2.8.0-rc0 (fixed: 2.8.0)","tensorflow-cpu@= 2.8.0-rc0 (fixed: 2.8.0)","tensorflow-gpu@= 2.8.0-rc0 (fixed: 2.8.0)"],"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 type inference heap out of bounds read","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00865,"epssCheckedAt":"2026-11-04T06:10:15.713Z","kevDateAdded":null,"advisoryAliases":["GHSA-vq36-27g6-p492"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:58:25.926Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-02-02T15:33:06.833Z","daysToFix":-3,"fixCheckedAt":"2026-10-29T21:49:00.281Z","capecIds":["CAPEC-540"],"crossRefCount":0,"attackSophistication":"advanced","impactType":["confidentiality","availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null,"fixes":[{"ecosystem":"pypi","name":"tensorflow-cpu","fixedVersion":"2.8.0","matchedVersion":"2.8.0","fixReleasedAt":"2022-02-02T15:34:25.409Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:00.131Z"},{"ecosystem":"pypi","name":"tensorflow","fixedVersion":"2.8.0","matchedVersion":"2.8.0","fixReleasedAt":"2022-02-02T15:33:06.833Z","daysToFix":-3,"match":"ecosystem","source":"tracked","status":"found","checkedAt":"2026-10-29T21:49:00.131Z"},{"ecosystem":"pypi","name":"tensorflow-gpu","fixedVersion":"2.8.0","matchedVersion":"2.8.0","fixReleasedAt":"2022-02-02T15:53:50.119Z","daysToFix":-3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:49:00.131Z"}]}}