tool arXiv Sep 11, 2025 · Sep 2025
Leyi Pan, Sheng Guan, Zheyu Fu et al. · Tsinghua University · Beijing University of Posts and Telecommunications +3 more
Open-source Python toolkit for watermarking diffusion model outputs with 24 evaluation tools and 8 automated pipelines
Output Integrity Attack generativevision
We introduce MarkDiffusion, an open-source Python toolkit for generative watermarking of latent diffusion models. It comprises three key components: a unified implementation framework for streamlined watermarking algorithm integrations and user-friendly interfaces; a mechanism visualization suite that intuitively showcases added and extracted watermark patterns to aid public understanding; and a comprehensive evaluation module offering standard implementations of 24 tools across three essential aspects - detectability, robustness, and output quality - plus 8 automated evaluation pipelines. Through MarkDiffusion, we seek to assist researchers, enhance public awareness and engagement in generative watermarking, and promote consensus while advancing research and applications.
diffusion Tsinghua University · Beijing University of Posts and Telecommunications · The Hong Kong University of Science and Technology +2 more
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