DenMark: Robust Semantic Watermarking for Diffusion Language Models
DenMark is proposed, a semantic watermarking framework that injects key-dependent signals directly into the DLM denoising process and achieves the best results across all reported detection metrics in all 48 backbone-dataset-attack combinations.
Tian-Hao Ma, Weihao Xuan, Dong-Dong Wu et al.
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