{"data":{"id":"32264060-2222-4876-b998-95915f96bc94","title":"CVE-2022-36027: TensorFlow is an open source platform for machine learning. When converting transposed convolutions using per-channel we","summary":"TensorFlow (an open source platform for machine learning) crashes when converting transposed convolutions (a type of neural network layer operation) with per-channel weight quantization (a compression technique that reduces precision individually for different channels). The crash causes a segfault (a memory access error that terminates the program), crashing the Python process.","solution":"The issue has been patched in GitHub commit aa0b852a4588cea4d36b74feb05d93055540b450. The fix will be included in TensorFlow 2.10.0, and will also be backported to TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-36027","publishedAt":"2022-09-17T03:15:11.430Z","cveId":"CVE-2022-36027","cweIds":["CWE-20"],"cvssScore":"5.9","cvssSeverity":"medium","severity":"medium","attackType":["denial_of_service"],"issueType":"vulnerability","affectedPackages":null,"affectedVendors":["NVIDIA"],"affectedVendorsRaw":["TensorFlow"],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00253,"patchAvailable":null,"disclosureDate":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.92,"researchCategory":null,"atlasIds":null}}