Author

Dao-Yuan Wu

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Open access Oct 2026

Function Calling as a Flexible LLM Defense Add-On: Capability and Application Exploration

Large language models (LLMs) exhibit impressive capabilities but are susceptible to adversarial attacks that induce harmful outputs. Although various defenses have been proposed, their practicality is restricted by substantial runtime overhead or degraded model helpfulness. Moreover, LLM applications typically have div...

Zhenlan Ji, Dao-Yuan Wu, Wen-Xuan Wang 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