PLAGUE: Plug-and-play framework for Lifelong Adaptive Generation of Multi-turn Exploits 事件

PLAGUE: Plug-and-play framework for Lifelong Adaptive Generation of Multi-turn Exploits arXiv:2510.17947v3 Announce Type: replace-cross Abstract: Large Language Models (LLMs) are improving at an exceptional rate. With the advent of agentic workflows, multi-turn dialogue has become the de facto mode of interaction with LLMs for completing long and complex tasks. While LLM capabilities continue to improve, they remain increasingly susceptible to jailbreaking, especially in multi-turn scenarios wh