2026
Auditing Black-Box LLM APIs with a Rank-Based Uniformity Test
ICLR 2026poster
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 reduce costs or maliciously alter model behaviors, API providers may discreetly serve quantized or fine-tuned variants, wh…