Yiliao Song

Papers on Lattice

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Red-Teaming & Adversarial Robustness (2)Tool Use & Agents (1)Multimodal Models (1)

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Zhenlin Xu (1)Xiaogang Zhu (1)Yulun Yao (1)Yu Yao (1)

Papers (2)

Mar 16, 2026

Zhenlin Xu +5Mar 16, 2026

From Storage to Steering: Memory Control Flow Attacks on LLM Agents

LLM agents can be tricked into ignoring user instructions and misusing tools in over 90% of trials via a new "Memory Control Flow Attack" that exploits persistent memory influence.

Zhenlin Xu, Xiaogang Zhu, Yulun Yao +3

Red-Teaming & Adversarial Robustness Tool Use & Agents

Feb 16, 2026

In Chong Choi +2Feb 16, 2026·also Chongqing

Multi-Turn Adaptive Prompting Attack on Large Vision-Language Models

LVLMs are more vulnerable than you think: a carefully crafted sequence of alternating text and visual prompts can bypass their safety mechanisms with significantly higher success rates.

In Chong Choi, Jiacheng Zhang, Yiliao Song

Multimodal Models Red-Teaming & Adversarial Robustness

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Yiliao Song

Research focus

Frequent co-authors

Papers (2)