GoodDiffusion embeds authorization into diffusion models via a learnable signature network that assigns input-specific signatures, blocking unauthorized use while preserving quality for authorized queries.
Pers- guard: Preventing malicious personalization via back- door attacks on pre-trained text-to-image diffusion mod- els.arXiv preprint arXiv:2502.16167,
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GoodDiffusion: Proactive Copyright Protection for Diffusion Bridge Models via Learnable Sample-specific Signatures
GoodDiffusion embeds authorization into diffusion models via a learnable signature network that assigns input-specific signatures, blocking unauthorized use while preserving quality for authorized queries.