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

arXiv:2609.24662v1 Announce Type: new Abstract: 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 control, ignoring the interactive d