2025
A Likelihood Based Approach for Watermark Detection
AISTATS 2025poster
Watermarking techniques embed statistical signals within content generated by large language models to help trace its source. Although existing methods perform well on long texts, their effectiveness significantly decreases for shorter texts. We introduce a statistical detection approach that improv…