AI RESEARCH
Accelerating Suffix Jailbreak attacks with Prefix-Shared KV-cache
arXiv CS.AI
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ArXi:2603.13420v1 Announce Type: cross Suffix jailbreak attacks serve as a systematic method for red-teaming Large Language Models (LLMs) but suffer from prohibitive computational costs, as a large number of candidate suffixes need to be evaluated before identifying a jailbreak suffix. This paper presents Prefix-Shared KV Cache (PSKV), a plug-and-play inference optimization technique tailored for jailbreak suffix generation.