DUMA-Bench: A Dual-Control Multi-Agent Benchmark for Evaluating LLM Agent Security

Ivan Aleksandrov, German Kochnev, Sabrina Sadiekh +1

LLM-based agents increasingly operate in environments where they interact with users, tools, and external systems. Yet most security evaluations assume passive users and static con…