Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI

Neural Information Processing Systems 

In response, several attempts have been made to protect the original images from such unauthorized data usage by adding imperceptible perturbations, which are designed to mislead the diffusion model and make it unable to properly generate new samples.

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