2 papers
cs.SE2025
CognixShield: PoV-Guided Vulnerable API Usage Detection in Large Codebases via LLMs
Wang Lingxiang, Quanzhi Fu, Wenjia Song +4
The integration of open-source libraries in Java development introduces severe security risks through vulnerable APIs. Existing program analysis and deep learning tools face the ch…
cs.CL2024
Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection
Yuxi Li, Yi Liu, Gelei Deng +7
With the expanding application of Large Language Models (LLMs) in various domains, it becomes imperative to comprehensively investigate their unforeseen behaviors and consequent ou…