{"data":{"id":"50fa1773-2d8c-4d42-8faf-36128d03158a","title":"CVE-2022-23589: Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow can t","summary":"TensorFlow, a machine learning framework, has a vulnerability (CVE-2022-23589) in its Grappler component (a graph optimization tool) that can cause a null pointer dereference (crash from accessing invalid memory) when processing maliciously altered SavedModel files (serialized machine learning models). The bug occurs in two places during optimization operations and can be triggered by missing required nodes in the computation graph.","solution":"The fix will be included in TensorFlow 2.8.0. The patch 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-2022-23589","publishedAt":"2022-02-05T04:15:15.147Z","cveId":"CVE-2022-23589","cweIds":["CWE-476"],"cvssScore":"6.5","cvssSeverity":"medium","severity":"medium","attackType":["other"],"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":0.00301,"patchAvailable":null,"disclosureDate":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["availability","integrity"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null}}