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DiffusionShield: A Watermark for Copyright Protection against Generative Diffusion Models. (arXiv:2306.04642v1 [cs.CR])
cs.CR updates on arXiv.org arxiv.org
Recently, Generative Diffusion Models (GDMs) have showcased their remarkable
capabilities in learning and generating images. A large community of GDMs has
naturally emerged, further promoting the diversified applications of GDMs in
various fields. However, this unrestricted proliferation has raised serious
concerns about copyright protection. For example, artists including painters
and photographers are becoming increasingly concerned that GDMs could
effortlessly replicate their unique creative works without authorization. In
response to these challenges, we introduce a novel watermarking scheme,
DiffusionShield, tailored for …
applications capabilities community copyright diffusion models generative images large proliferation protection serious