{"data":{"id":"074a848b-34ea-411a-8492-23b611b7c925","title":"CVE-2022-23591: Tensorflow is an Open Source Machine Learning Framework. The `GraphDef` format in TensorFlow does not allow self recursi","summary":"TensorFlow (an open-source machine learning framework) has a vulnerability where the GraphDef format (TensorFlow's way of representing computation graphs) can accept self-recursive functions even though it shouldn't, causing a stack overflow (a crash from too much memory use) when the model runs because the system gets stuck trying to resolve the same function repeatedly.","solution":"The fix will be included in TensorFlow 2.8.0. The fix will also be backported to TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-23591","publishedAt":"2022-02-05T04:15:15.253Z","cveId":"CVE-2022-23591","cweIds":["CWE-400","CWE-674"],"cvssScore":"7.5","cvssSeverity":"high","severity":"high","attackType":["denial_of_service"],"issueType":"vulnerability","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":["TensorFlow"],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00335,"patchAvailable":null,"disclosureDate":null,"capecIds":["CAPEC-125","CAPEC-130"],"crossRefCount":0,"attackSophistication":"moderate","impactType":["availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null}}