{"data":{"id":"f9b10f2f-0caf-49a3-848e-a29fd4a64e00","title":"CVE-2026-31232: The CosyVoice project thru commit 6e01309e01bc93bbeb83bdd996b1182a81aaf11e (2025-30-21) contains an insecure…","summary":"CVE-2026-31232 affects the CosyVoice project through commit 6e01309e01bc93bbeb83bdd996b1182a81aaf11e (2025-30-21) and is classified as CWE-502. The model loading process calls torch.load() without weights_only=True when reading .pt files from a directory passed via --model_dir, so arbitrary Python objects can be deserialized through Pickle. An attacker who supplies a crafted model directory can trigger remote code execution on a victim who loads it through the CosyVoice web interface.","solution":"N/A -- no mitigation discussed in source.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2026-31232","publishedAt":"2026-05-12T18:16:51.507Z","cveId":"CVE-2026-31232","cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"high","attackType":["supply_chain"],"issueType":"vulnerability","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":["CosyVoice"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":"CosyVoice insecure deserialization in model loading via torch.load","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00458,"epssCheckedAt":"2026-11-07T18:08:34.752Z","kevDateAdded":null,"advisoryAliases":["GHSA-chxf-r8w4-qgr9"],"affectedPackagesSource":null,"affectedPackagesCheckedAt":"2026-11-03T06:11:59.779Z","patchAvailable":null,"disclosureDate":"2026-05-12T18:16:51.507Z","fixReleasedAt":null,"daysToFix":null,"fixCheckedAt":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["confidentiality","integrity","availability"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.9,"researchCategory":null,"atlasIds":["AML.T0010"],"fixes":[]}}