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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jingyu (Jack) Zhang

Johns Hopkins University

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Conference Open access Jul 2026

JailMeter: An Evidence-Based Evaluation Framework for Jailbreak Attacks on Large Language Models

JailMeter is proposed, an evidence-based evaluation framework designed to more faithfully measure jailbreak effectiveness and distill into a small language model, JailMeter\textsubscript{SLM}, which maintains comparable reliability with significantly reduced computational costs.

Qingjia Huang, Jingyu (Jack) Zhang, Jianguo Wu et al. · 2 citations · ⚡1

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