Jiade Xu

LORD-GoF: A Robust Online Detection Approach for LLM Watermarks in Sparse and Mixed Streams

Watermarking is crucial for identifying AI-generated text, however, existing detection methods often focus on offline settings and fail to control the online False Discovery Rate (oFDR) when applied to real-world streams where machine-generated content is sparse and mixed with human writing. To addr…