CASCADE Against Jailbreaks: Combination Across Stages with Controlled Attack-Defense Evaluation

Jiale Luo, Eric Han

Defenses against jailbreak attacks on Large Language Models (LLMs) operate at different pipeline stages, such as input modification or output guard, but it remains unclear which de…