Jiexin Wang

SpecCloak: Probing Harmful Code Generation through Engineering Specifications

According to the description, a preprint reports that, across five open-weight models, writing a harmful coding request as an engineering specification substantially lowers refusal even when risk keywords are kept, and links this to shifts in internal representations. On this basis the authors propose a black-box red-teaming framework, SpecCloak.