"llm agent evaluation" Papers

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AgentAuditor: Human-level Safety and Security Evaluation for LLM Agents

Hanjun Luo, Shenyu Dai, Chiming Ni et al.

NEURIPS 2025arXiv:2506.00641
18
citations

SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks

Hwiwon Lee, Ziqi Zhang, Hanxiao Lu et al.

NEURIPS 2025arXiv:2506.11791
16
citations