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LoRA-Key: User-Centric

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LoRA-Key: User-Centric LoRA Watermarking for Text-to-Image Diffusion Models

Announce Type: replace Abstract: Low-Rank Adaptation (LoRA) has become a widely used mechanism for customizing text-to-image diffusion models, enabling lightweight modules that are shared, reused, and commercialized as independent assets. This LoRA-centric ecosystem shifts copyright protection from foundation models to distributed LoRA modules, which are easy to copy, redistribute, or reuse without authorization. Existing watermarking methods either protect the base diffusion model or...

arXiv CS 1d ago