machine learning for vulnerability detection

Graph Is the Verifier: Agentic Reinforcement Learning for Interprocedural Vulnerability Detection

Source note · Jul 29, 2026

Researchers propose VulAgentRL, a framework for interprocedural vulnerability detection using agentic reinforcement learning (RL) and a Code Property Graph (CPG). The CPG verifies the evidence cited by the policy…