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Home/Authors/Xuan Luo

Xuan Luo

2 indexed papers

Recent (6 mo)
2
With code
0
Influential cites
0
Benchmarked
0

Publications per year

2
26

Top categories

Crypto×2NLP×1Robotics×1

Frequent co-authors

Yue Wang1×
Geng Tu1×
Jing Li1×
Ruifeng Xu1×
Zhen Huang1×
Zhihuang Liu1×

Research Timeline

2026
Propagating Unsafe Actions in LLM Controlled Multi-Robot Collaboration via Single Robot Compromise

The paper proposes a novel attack paradigm demonstrating how compromising a single robot in an LLM-controlled multi-robot system can rapidly propagate malicious intent to cause coordinated unsafe actions across the entire system.

BAIT: Boundary-Guided Disclosure Escalation via Self-Conditioned Reasoning

The paper introduces BAIT, a three-step jailbreak framework that systematically forces large language models to disclose harmful information by leveraging their internal reasoning and consistency tendencies.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.CLRecentMay 26, 2026

BAIT: Boundary-Guided Disclosure Escalation via Self-Conditioned Reasoning

Xuan Luo, Yue Wang, Geng Tu, Jing Li +1 more

The paper introduces BAIT, a three-step jailbreak framework that systematically forces large language models to disclose harmful information by leveraging their internal reasoning and consistency tend…

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cs.ROcs.CRRecentMay 15, 2026

Propagating Unsafe Actions in LLM Controlled Multi-Robot Collaboration via Single Robot Compromise

Zhen Huang, Zhihuang Liu, Mengxuan Luo, Weishang Wu +1 more

The paper proposes a novel attack paradigm demonstrating how compromising a single robot in an LLM-controlled multi-robot system can rapidly propagate malicious intent to cause coordinated unsafe acti…

View →