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When Denoising Becomes Unsigning: Theoretical and Empirical Analysis of Watermark Fragility Under Diffusion-Based Image Editing
Fai Gu, Qiyu Tang, Te Wen +2
Robust invisible watermarking systems aim to embed imperceptible payloads that remain decodable after common post-processing such as JPEG compression, cropping, and additive noise.…
Vanishing Watermarks: Diffusion-Based Image Editing Undermines Robust Invisible Watermarking
Fan Guo, Jiyu Kang, Qi Ming +2
Robust invisible watermarking schemes aim to embed hidden information into images such that the watermark survives common manipulations. However, powerful diffusion-based image gen…
On the Information-Theoretic Fragility of Robust Watermarking under Diffusion Editing
Yunyi Ni, Ziyu Yang, Ze Niu +2
Robust invisible watermarking embeds hidden information in images such that the watermark can survive various manipulations. However, the emergence of powerful diffusion-based imag…
Diffusion-Based Image Editing: An Unforeseen Adversary to Robust Invisible Watermarks
Wenkai Fu, Finn Carter, Yue Wang +2
Robust invisible watermarking aims to embed hidden messages into images such that they survive various manipulations while remaining imperceptible. However, powerful diffusion-base…