Scalable Hierarchical Attention Transformers for Multi-Turn Jailbreak Detection in Long Conversations

Chenhui Hu, Muhammed Salih, Sudipto Guha +1

Multi-turn jailbreaks can evade turn-level moderation by spreading unsafe intent across a dialogue through gradual escalation, reframing, and role manipulation. We address multi-tu…