RoleFUZZER: User-Behaviour Fuzzing for Role-Specification Adherence in Large Language Models
This work proposes user behaviour fuzzing, a guided search over plausible user behaviours that can lead a model to violate its role specification, and introduces RoleFUZZER, a framework that adapts coverage-guided fuzzing from software testing to operationalise the search.
Kshitish Ghate, Michael Stephen Saxon, Tadayoshi Kohno et al.
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