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Jingyu (Jack) Zhang

Johns Hopkins University

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#artificial intelligence Preprint Sep 2026

Minimally Invasive Steering of Language Models

Minimally Invasive Steering Vector Optimization (MISVO), which penalizes interventions using the local KL geometry of the induced token distribution, achieves the highest mean reward in six of seven model--task settings, with diversity and coherence scores close to those of Best-of-N.

Taha Entesari, Jingyu (Jack) Zhang, Daniel Khashabi et al. · 0 citations
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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