There are Levels to It: Red Teaming Dialogue With Hierarchical Reinforcement Learning

Roman Belaire, Arunesh Sinha, Pradeep Varakantham

Red teaming is essential for securing Large Language Models, yet current automated methods remain limited by templates and single-turn attacks. To simulate the complex, interactive…