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Xun-Guang Wang

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#artificial intelligence Preprint Oct 2026

Benchmarking Jailbreak Guardrails for Embodied Agents

Embodied agents powered by large language models and vision-language models are increasingly deployed in physical environments, but jailbreak attacks can induce these agents to perform physically harmful actions. A growing number of guardrail methods have been proposed to intercept dangerous behavior before it is execu...

Xun-Guang Wang, Qing-Yue Wang, Yu-Guang Zhou et al. · 0 citations
#natural language process... Preprint Feb 2025

GuidedBench: Measuring and Mitigating the Evaluation Discrepancies of In-the-wild LLM Jailbreak Methods

GuidedBench, a novel benchmark comprising a curated harmful question dataset and GuidedEval, an evaluation system integrated with detailed case-by-case evaluation guidelines are introduced, ensuring reliable and reproducible evaluations.

Ruixuan Huang, Xun-Guang Wang, Zongjie Li et al. · 8 citations

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