Auditing Black-Box LLM APIs with a Rank-Based Uniformity Test

Xiaoyuan Zhu, Yaowen Ye, Tianyi Qiu +6

As API access becomes a primary interface to large language models (LLMs), users often interact with black-box systems that offer little transparency into the deployed model. To re…