{"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…","summary":"The Adversarial Robustness Toolbox (ART) through 1.20.1 contains an insecure deserialization flaw (CWE-502) in its Kubeflow component's model loading. During robustness evaluation, model weights loaded from a file such as model.pt use torch.load() without weights_only=True, which permits Pickle deserialization of arbitrary Python objects. An attacker who uploads a crafted model file to object storage referenced by the pipeline, or who controls the model_id parameter to point to such a file, can achieve remote code execution when the pipeline loads the model.","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":"high","attackType":["supply_chain"],"issueType":"vulnerability","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":["Adversarial Robustness Toolbox (ART)","Kubeflow","PyTorch"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":null,"headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00875,"epssCheckedAt":"2026-10-14T12:12:42.913Z","kevDateAdded":null,"advisoryAliases":["GHSA-wg3p-6q3h-p6w7"],"affectedPackagesSource":null,"affectedPackagesCheckedAt":"2026-10-10T03:48:30.035Z","patchAvailable":null,"disclosureDate":"2026-05-12T18:16:51.160Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["confidentiality","integrity","availability","safety"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":["AML.T0010"]}}