Multi-Armed Bandits

Abstract In recent years, the rapid development of large language model (LLM) technology has increasingly faced the threat of jailbreak attacks—malicious users manipulate the model to generate harmful content. Existing methods mainly rely on two paths: single-step attacks that easily trigger security mechanisms for immediate response, or multi-step attacks using other LLMs with inefficient iterative … Read more