RAS-Eval: A Comprehensive Benchmark for Security Evaluation of LLM Agents in Real-World Environments

Yuchuan Fu, Xiaohan Yuan, Dongxia Wang

The rapid deployment of Large language model (LLM) agents in critical domains like healthcare and finance necessitates robust security frameworks. To address the absence of standar…