SAGE: Signal-Amplified Guided Embeddings for Vulnerability Detection
Software vulnerabilities are a primary threat to modern infrastructure. While static analysis and Graph Neural Networks have long served as the foundation for vulnerability detection, the emergence of Large Language Models (LLMs) has introduced a transformative paradigm driven by superior semantic reasoning and cross-e...
Zhengyang Shan, Xu Qian, Jiayun Xin et al.
· Proceedings of the ACM on so... · 0 citations