A new framework called RIFT-Bench uses graph representations to automate adversarial attacks on autonomous AI systems. It operates in two phases: structural discovery and adaptive scanning. This methodology allows security researchers to unify evaluations across diverse agent architectures. Practitioners can now identify vulnerabilities in decision-making loops beyond simple prompt injections.