High severity7.5NVD Advisory· Published Nov 21, 2024· Updated Jun 17, 2026
CVE-2024-52803
CVE-2024-52803
Description
LLama Factory enables fine-tuning of large language models. A critical remote OS command injection vulnerability has been identified in the LLama Factory training process. This vulnerability arises from improper handling of user input, allowing malicious actors to execute arbitrary OS commands on the host system. The issue is caused by insecure usage of the Popen function with shell=True, coupled with unsanitized user input. Immediate remediation is required to mitigate the risk. This vulnerability is fixed in 0.9.1.
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Affected packages
Versions sourced from the GitHub Security Advisory.
| Package | Affected versions | Patched versions |
|---|---|---|
llamafactoryPyPI | < 0.9.1 | 0.9.1 |
Affected products
3cpe:2.3:a:hiyouga:llama-factory:*:*:*:*:*:*:*:*+ 1 more
- cpe:2.3:a:hiyouga:llama-factory:*:*:*:*:*:*:*:*range: <0.9.1
- (no CPE)range: < 0.9.1
Patches
Vulnerability mechanics
References
5- github.com/hiyouga/LLaMA-Factory/commit/b3aa80d54a67da45e9e237e349486fb9c162b2acnvdPatchWEB
- gist.github.com/superboy-zjc/f2d2b93ae511c445ba97e144b70e534dnvdExploitWEB
- github.com/hiyouga/LLaMA-Factory/security/advisories/GHSA-hj3w-wrh4-44vpnvdExploitVendor AdvisoryWEB
- github.com/advisories/GHSA-hj3w-wrh4-44vpghsaADVISORY
- nvd.nist.gov/vuln/detail/CVE-2024-52803ghsaADVISORY
News mentions
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