{"data":{"id":"605f8b28-a79f-4634-ae6c-ebdbaf95f05f","title":"CVE-2026-76841: Xinference loads models with Hugging Face remote code execution unconditionally enabled, and before version 2.12.0…","summary":"Xinference loads Hugging Face models with trust_remote_code unconditionally enabled, and versions before 2.12.0 provide no setting to disable it. A caller with model launch access can register a model with an arbitrary path, causing AutoTokenizer.from_pretrained to import and execute Python declared in the model's tokenizer_config.json auto_map, with the privileges of the worker process.","solution":"Fixed in 2.12.0, which gates every site behind allow_trust_remote_code and the XINFERENCE_TRUST_REMOTE_CODE setting, permitting remote code only for bundled built-in models.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2026-76841","publishedAt":"2026-08-24T14:17:01.760Z","cveId":"CVE-2026-76841","cweIds":["CWE-94"],"cvssScore":"8.8","cvssSeverity":"high","severity":"high","attackType":["other"],"issueType":"vulnerability","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":["Xinference"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":"Xinference model loading executes remote code from Hugging Face directories","headlinePromptVersion":"h1","cvssVector":"CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H","attackVector":"network","attackComplexity":"low","privilegesRequired":"low","userInteraction":"none","exploitMaturity":"unknown","epssScore":0.01029,"epssCheckedAt":"2026-11-04T06:10:15.237Z","kevDateAdded":null,"advisoryAliases":["GHSA-9cx2-fwcj-qq73"],"affectedPackagesSource":null,"affectedPackagesCheckedAt":"2026-11-02T00:08:56.561Z","patchAvailable":null,"disclosureDate":"2026-08-24T14:17:01.760Z","fixReleasedAt":null,"daysToFix":null,"fixCheckedAt":null,"capecIds":["CAPEC-242"],"crossRefCount":0,"attackSophistication":"moderate","impactType":["confidentiality","integrity","availability"],"aiComponentTargeted":"inference","llmSpecific":false,"classifierConfidence":0.93,"researchCategory":null,"atlasIds":null,"fixes":[]}}