{"data":{"id":"2cd28edf-601b-4edc-881c-7acd44067761","title":"CVE-2022-23594: Tensorflow is an Open Source Machine Learning Framework. The TFG dialect of TensorFlow (MLIR) makes several assumptions…","summary":"TensorFlow's TFG dialect (MLIR) assumes certain properties of an incoming `GraphDef` before converting it to the MLIR-based dialect. An attacker who alters the `SavedModel` format on disk to break these assumptions can crash the Python interpreter when the `GraphDef` is converted, and under certain scenarios heap out-of-bounds reads and writes are possible. The issues were found by fuzzing, and the advisory notes more weaknesses may exist and will be patched as found.","solution":"N/A -- no mitigation discussed in source.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-23594","publishedAt":"2022-02-05T04:15:15.410Z","cveId":"CVE-2022-23594","cweIds":["CWE-125","CWE-125","CWE-787"],"cvssScore":"8.8","cvssSeverity":"high","severity":"high","attackType":["other"],"issueType":"vulnerability","affectedPackages":["tensorflow@= 2.7.0 (fixed: 2.7.1)","tensorflow-cpu@= 2.7.0 (fixed: 2.7.1)","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 TFG dialect crash via modified SavedModel on disk","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00144,"epssCheckedAt":"2026-11-04T00:12:27.710Z","kevDateAdded":null,"advisoryAliases":["GHSA-9x52-887g-fhc2"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:58:24.844Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2022-02-02T16:58:42.928Z","daysToFix":-3,"fixCheckedAt":"2026-10-29T21:48:58.745Z","capecIds":["CAPEC-100","CAPEC-540"],"crossRefCount":0,"attackSophistication":"advanced","impactType":["confidentiality","integrity","availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null,"fixes":[{"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":"2026-10-29T21:48:58.592Z"},{"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":"2026-10-29T21:48:58.592Z"},{"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":"2026-10-29T21:48:58.592Z"}]}}