Perturbation-based protections do not reliably block diffusion editing, and in many cases they increase the edited image's alignment with the guidance prompt.
Due to the inherent properties of diffusion-based models, these perturbations introduce additional flexibility when editing noise pixels, further reinforcing adherence to prompts
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Is Perturbation-Based Image Protection Disruptive to Image Editing?
Perturbation-based protections do not reliably block diffusion editing, and in many cases they increase the edited image's alignment with the guidance prompt.