Pingchuan Ma

Hong Kong University of Science and Technology

Papers on Lattice

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

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Zimo Ji (1)Xunguang Wang (1)Zongjie Li (1)Yudong Gao (1)

Papers (1)

Nov 19, 2025

Taxonomy, Evaluation and Exploitation of IPI-Centric LLM Agent Defense Frameworks

Existing defenses against indirect prompt injection in LLM agents are riddled with flaws, as demonstrated by three new adaptive attacks that easily bypass them.

Zimo Ji, Xunguang Wang, Zongjie Li +6

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

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Pingchuan Ma

Research focus

Frequent co-authors

Papers (1)