{"data":{"id":"be911a1b-4345-4f64-8c7f-1cd667971b0d","title":"CVE-2026-31224: The snorkel library thru v0.10.0 contains an insecure deserialization vulnerability (CWE-502) in the…","summary":"CVE-2026-31224 affects the snorkel library through v0.10.0, specifically the MultitaskClassifier.load() method of the MultitaskClassifier class. The method calls torch.load() without weights_only=True, so it deserializes arbitrary Python objects via Pickle. A remote attacker who supplies a maliciously crafted model file can achieve arbitrary code execution when the victim loads it.","solution":"N/A -- no mitigation discussed in source.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2026-31224","publishedAt":"2026-05-12T16:16:14.327Z","cveId":"CVE-2026-31224","cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"high","attackType":["supply_chain"],"issueType":"vulnerability","affectedPackages":["snorkel@<= 0.10.0"],"affectedPackageNames":["snorkel"],"affectedPackageRefs":["pypi:snorkel"],"affectedVendors":[],"affectedVendorsRaw":["snorkel"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":"snorkel MultitaskClassifier.load() insecure deserialization of model files","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00687,"epssCheckedAt":"2026-10-14T12:12:43.798Z","kevDateAdded":null,"advisoryAliases":["GHSA-gpx5-7xm4-229w"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:48:33.006Z","patchAvailable":null,"disclosureDate":"2026-05-12T16:16:14.327Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["confidentiality","integrity","availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.9,"researchCategory":null,"atlasIds":["AML.T0010"]}}