CVE-2024-27321

Advisory

The Refuel Autolabel library affected versions contain a critical arbitrary code execution vulnerability in its multilabel classification task handler. When processing CSV files for these tasks, the library uses an unsafe eval() function to interpret the contents of square bracket-enclosed values. Attackers can exploit this vulnerability by crafting malicious CSV files containing Python code within these brackets. Upon processing such a file, the library will execute the embedded code, potentially compromising the system. Users should exercise extreme caution when handling external CSV files and avoid using this feature until the developers patch the vulnerability.

Affected package

Affected versions

Fixed versions

Vulnerability changelog

This vulnerability has no description

Resources

• https://github.com/advisories/GHSA-4fgp-7vvm-m4jf
• https://github.com/refuel-ai/autolabel/blob/v0.0.16/src/autolabel/dataset/validation.py#L129-L146
• https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2024-27321