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cs.CR2026
DREA: Decoupled Reasoning and Exploration Agents for Repository-Level Vulnerability Detection
Mingyang Sun, Guozhu Meng
Large language models (LLMs) are increasingly applied to vulnerability detection due to their strong code comprehension capabilities, but most existing approaches rely on isolated…
cs.CR2025
When Code Crosses Borders: A Security-Centric Study of LLM-based Code Translation
Hailong Chang, Guozhu Meng, Shuhui Xiao +3
Code translation is crucial for cross-language codebase migration, and large language models (LLMs) have emerged as a promising technique to automate this process. However, the sec…