CVE-2024-52803

HIGH

7.5

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.

CVE Details

CVSS v3.1 Score7.5

SeverityHIGH

CVSS VectorCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N

Attack VectorNETWORK

ComplexityLOW

Privileges RequiredNONE

User InteractionNONE

Published11/21/2024

Last Modified8/27/2025

Sourcenvd

Honeypot Sightings0

Affected Products

hiyouga:llama-factory

Weaknesses (CWE)

CWE-79CWE-78

References

https://gist.github.com/superboy-zjc/f2d2b93ae511c445ba97e144b70e534d(security-advisories@github.com)

https://github.com/hiyouga/LLaMA-Factory/commit/b3aa80d54a67da45e9e237e349486fb9c162b2ac(security-advisories@github.com)

https://github.com/hiyouga/LLaMA-Factory/security/advisories/GHSA-hj3w-wrh4-44vp(security-advisories@github.com)

IOC Correlations

No correlations recorded

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