Llama3 and Codestral Zero-Shot Cross-Lingual Code Vulnerability Detection

This report synthesises findings from 1 peer-reviewed paper addressing the following research question: How do Llama3 and Codestral compare in zero-shot cross-lingual code vulnerability identification accuracy when evaluated on mixed C++ and Python datasets. 12 claims were extracted from source literature; 12 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 9.0/10. This report is a machine-generated literature synthesis and does not constitute original research.

Research goal: How do Llama3 and Codestral compare in zero-shot cross-lingual code vulnerability identification accuracy when evaluated on mixed C++ and Python datasets?

Autonomous literature synthesis. Automated review score: 9.0/10. Full text and citation available at Assignee Research.