{"data":{"id":"7a7d14eb-540e-4a73-8fe4-e570302c481e","title":"CVE-2022-21730: Tensorflow is an Open Source Machine Learning Framework. The implementation of `FractionalAvgPoolGrad` does not consider","summary":"TensorFlow, an open-source machine learning framework, has a vulnerability in its `FractionalAvgPoolGrad` function that fails to validate input data properly, allowing an attacker to read memory from outside the intended bounds of the heap (out-of-bounds read, where a program accesses data it shouldn't). This is a memory safety issue that could let attackers access sensitive information.","solution":"The fix will be included in TensorFlow 2.8.0. Security patches will also be backported to TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, which are still in the supported range.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2022-21730","publishedAt":"2022-02-03T16:15:08.090Z","cveId":"CVE-2022-21730","cweIds":["CWE-125","CWE-125"],"cvssScore":"8.1","cvssSeverity":"high","severity":"high","attackType":["data_extraction"],"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":0.00296,"patchAvailable":null,"disclosureDate":null,"capecIds":["CAPEC-540"],"crossRefCount":0,"attackSophistication":"moderate","impactType":["confidentiality"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null}}