Auditing Black-Box LLM APIs with a Rank-Based Uniformity Test. - Xiaoyuan Zhu; Yaowen Ye; Tianyi Qiu; Hanlin Zhu; Sijun Tan; Ajraf Mannan; Jonathan Michala; Raluca Ada Popa; Willie Neiswanger (CoRR, 2025)