Efficient Code Analysis via Graph Representation Learning-Guided Large Language Models

Hang Gao, Tao Peng, Baoquan Cui +4

Large Language Models (LLMs) have significantly advanced code analysis tasks, yet they struggle to detect malicious behaviors fragmented across files, whose intricate dependencies…