Zichu Ren

IC-GCG: Jailbreaking Large Language Models via Intermediate Consistency Optimization

Recent jailbreak attacks demonstrate that large language models (LLMs) can be manipulated to generate harmful outputs through adversarial prompts even after robust alignment. However, prevailing methods typically focus on forcing a desired response at the output layer—a surface-level strategy that is brittle and often...