most citedOn the Information-Theoretic Fragility of Robust Watermarking under Diffusion Editing

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cs.MM2026

Editing on the Generative Manifold: A Theoretical and Empirical Study of General Diffusion-Based Image Editing Trade-offs

Yi Hu, Leying Yi, Emily Davis +1

Diffusion-based editing has rapidly evolved from curated inpainting tools into general-purpose editors spanning text-guided instruction following, mask-localized edits, drag-based…