DUMA-Bench: A Dual-Control Multi-Agent Benchmark for Evaluating LLM Agent Security
DUMA-Bench provides a missing evaluation layer for studying security in realistic agent deployments by evaluating 14 models from five model families across eight domains and multiple user-behavior regimes and shows that agent security is not solely a property of the model but emerges from the interaction between the mo...
Ivan Aleksandrov, German E. Kochnev, Sabrina A. Sadiekh et al.
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