Fanhua Shang

Despite advances in safety alignment, Large Language Models (LLMs) remain vulnerable to jailbreaking attacks. However, prevailing methods suffer from a dichotomy of limitations: they either rely on prohibitive iterative optimization in the input space (leading to high computational costs) or fail...