A new graph representation-driven methodology called RIFT-Bench enables dynamic red-teaming across diverse agentic architectures. It uses a two-phase process to discover system structures and deploy adaptive adversarial attacks. This framework moves beyond static LLM vulnerabilities to target autonomous decision-making. ArXiv researchers provide a unified way to evaluate security risks in heterogeneous agent systems.