DenMark: Robust Semantic Watermarking for Diffusion Language Models

Tianhao Ma, Weihao Xuan, Dong-Dong Wu +5

Semantic text watermarks encode signals in meaning rather than surface token choices, offering robustness to paraphrasing and other semantic-preserving edits. Existing semantic wat…