Tempest: Autonomous Multi-Turn Jailbreaking of Large Language Models with Tree Search

Andy Zhou, Ron Arel

We introduce Tempest, a multi-turn adversarial framework that models the gradual erosion of Large Language Model (LLM) safety through a tree search perspective. Unlike single-turn…