CVE-2024-52803

7.5
HIGHCVSS v3.1 Base Score
2.32%
LOW RiskEPSS (83rd percentile)

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.

Published: 11/21/2024
Modified: 6/17/2026
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Vulnerability Summary

CVSS v3 Score

7.5HIGH

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

EPSS Score (Exploitation Probability)

2.32%LOW Exploitation Risk
83rd percentile

This vulnerability has a 2.32% probability of being exploited in the next 30 days, ranking higher than 83% of all scored CVEs.

CWE Classification

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