Ruozhao Yang

Singapore Management University

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)Tool Use & Agents (1)

Frequent co-authors

Gelei Deng (1)Yi Liu (1)Yuekang Li (1)Xiaofei Xie (1)

Papers (1)

Feb 19, 2026

2w ago·also Tsinghua AI, Chongqing Ant Consumer Finance Co., SMU, UNSW

What Makes a Good LLM Agent for Real-world Penetration Testing?

LLM-powered pentesting agents fail not because of model limitations, but because they can't estimate task difficulty, leading to wasted effort and premature context exhaustion.

Gelei Deng, Yi Liu, Yuekang Li +4

Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness Tool Use & Agents

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Ruozhao Yang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)