{"data":{"id":"96f7853c-dda9-4cdb-9dd4-86c14d98afe6","title":"CVE-2026-31229: The Adversarial Robustness Toolbox (ART) thru 1.20.1 contains an insecure deserialization vulnerability (CWE-502) in its","summary":"The Adversarial Robustness Toolbox (ART) version 1.20.1 and earlier has a vulnerability in how it loads AI model files, specifically in its Kubeflow component (a system for running machine learning workflows). When loading model weights using torch.load() without the weights_only=True security parameter, the software deserializes arbitrary Python objects via Pickle (a Python serialization library), allowing attackers to execute malicious code by uploading a crafted model file or manipulating the model location parameter.","solution":"N/A -- no mitigation discussed in source.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2026-31229","publishedAt":"2026-05-12T18:16:51.160Z","cveId":"CVE-2026-31229","cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"critical","attackType":["model_poisoning"],"issueType":"vulnerability","affectedPackages":null,"affectedVendors":["HuggingFace"],"affectedVendorsRaw":["Adversarial Robustness Toolbox (ART)","Kubeflow"],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0,"patchAvailable":null,"disclosureDate":"2026-05-12T18:16:51.160Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["integrity","confidentiality","availability"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null}}