{"data":{"id":"9c602f14-d8ba-4837-9757-876fa4b25d47","title":"CVE-2024-52803: LLama Factory enables fine-tuning of large language models. A critical remote OS command injection vulnerability has…","summary":"LLama Factory, a tool for fine-tuning large language models, contains a critical remote OS command injection vulnerability in its training process, tracked as CVE-2024-52803. Improper handling of user input allows malicious actors to execute arbitrary OS commands on the host system, caused by insecure use of `Popen` with `shell=True` alongside unsanitized input.","solution":"Fixed in 0.9.1.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2024-52803","publishedAt":"2024-11-21T17:15:24.470Z","cveId":"CVE-2024-52803","cweIds":["CWE-79","CWE-78"],"cvssScore":"7.5","cvssSeverity":"high","severity":"high","attackType":["other"],"issueType":"vulnerability","affectedPackages":["llamafactory@<= 0.9.0 (fixed: 0.9.1)"],"affectedPackageNames":["llamafactory"],"affectedPackageRefs":["pypi:llamafactory"],"affectedVendors":[],"affectedVendorsRaw":["LLama Factory"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":"LLama Factory remote OS command injection in the training process","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.02323,"epssCheckedAt":"2026-11-04T12:08:34.493Z","kevDateAdded":null,"advisoryAliases":["GHSA-hj3w-wrh4-44vp"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:54:48.700Z","patchAvailable":true,"disclosureDate":null,"fixReleasedAt":"2024-11-24T17:18:53.229Z","daysToFix":3,"fixCheckedAt":"2026-10-29T21:45:14.210Z","capecIds":["CAPEC-198","CAPEC-86","CAPEC-88"],"crossRefCount":0,"attackSophistication":"trivial","impactType":["confidentiality","integrity","availability"],"aiComponentTargeted":"framework","llmSpecific":true,"classifierConfidence":0.95,"researchCategory":null,"atlasIds":null,"fixes":[{"ecosystem":"pypi","name":"llamafactory","fixedVersion":"0.9.1","matchedVersion":"0.9.1","fixReleasedAt":"2024-11-24T17:18:53.229Z","daysToFix":3,"match":"ecosystem","source":"registry","status":"found","checkedAt":"2026-10-29T21:45:14.060Z"}]}}