LLMHigh
CVE-2024-52803: LLama Factory enables fine-tuning of large language models. A critical remote OS command injection v…
- Occurred
- Nov 21, 2024
- Published
- Nov 21, 2024
- Source
- NVD CVE
Summary
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.
Tags
- CVE
- CVE-2024-52803
- cvss:HIGH
Classification
Category confidence: 95%
Severity confidence: 90%
Rationale: Critical remote code injection in LLM fine-tuning tool poses significant security risk.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8