NeuroBreak: Unveil Internal Jailbreak Mechanisms in Large Language Models

Chuhan Zhang, Ye Zhang, Bowen Shi +5

Jailbreak attacks bypass the safety alignment of large language models (LLMs) to elicit harmful outputs, yet the vast parameter space makes diagnosing the underlying failure mechan…