Preprint
Oct 2026
Copying As Defense: Protecting Images from Editing By Eliciting Model Copying
Image editors built on diffusion transformers (DiTs), such as Flux Kontext, make it possible to turn a single photograph into a convincing manipulated image, including harmful and non-consensual edits. Proactive defenses aim to prevent such manipulations by adding an imperceptible perturbation before an image is shared...
Salma Abdel Magid, Sanghyuk Chun, Eric Slyman et al.
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