DYNASHIELD: A Black-Box Moving Target Defense for LLMs via Dynamic Decoding Customization

Xiaoqun Liu, Weiming Qi, Qiben Yan

Large language models (LLMs) remain vulnerable to jailbreak attacks in which adversarial prompts induce harmful outputs. Existing defenses often require access to the model interna…