Nathan Duran

RefusalGuard-M: a scalable human–machine framework for multi-turn LLM jailbreak evaluation via semantic refusal manifold modeling

Abstract Existing multi-turn jailbreak evaluation methods increasingly rely on large language models (LLMs) as automated judges to reduce the cost and scalability limitations of human assessment. However, recent studies show that LLM-based evaluators can diverge from human judgme...