AISA: Awakening Intrinsic Safety Awareness in Large Language Models against Jailbreak Attacks

Weiming Song, Xuan Xie, Ruiping Yin

Large language models (LLMs) remain vulnerable to jailbreak prompts that elicit harmful or policy-violating outputs, while many existing defenses rely on expensive fine-tuning, int…