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Hao-Yu Li

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Preprint Aug 2026

SoK: Intent-Oriented Systematization of Multi-Turn LLM Jailbreaks

This work develops a four-part, intent-oriented taxonomy that organizes multi-turn jailbreaks by adversarial intent structure and finds that effectiveness is driven by how deliberately intent is organized across turns rather than by context length or query count.

Siyuan Li, Aodu Wulianghai, Zehao Liu et al. · 0 citations

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