Review
Open access
Sep 2026
Program Graph Learning for Software Vulnerability Analysis: A Survey
Software vulnerabilities represent an enduring threat to modern cyberspace. Effective vulnerability detection increasingly relies on reasoning about complex program semantics, structural dependencies, and execution behaviors. Consequently, extracting vulnerability-relevant features from code efficiently has become a pr...
Jun-Jie Wang, Tong Yu, Ming Li et al.
· Transactions on Graph Intell... · 0 citations