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Author

Ziping Dong

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Preprint Sep 2026

Residual Transferability in Neural Image Watermarking

Neural image watermarks can be forged by extracting watermark-bearing residuals from released images and transferring them to unrelated content. While prior work has demonstrated this vulnerability, what makes these residuals transferable remains poorly understood. We formalize this vulnerability with \textbf{residual...

Zi-Ping Dong, Qi Li, Xin-Chao Wang · 0 citations
Jul 2026

Ghosts Beneath Textures: Texture-Relation Cues for Cross-Paradigm AI-Generated Image Detection

By suppressing semantic interference, this paper visualize, for the first time, semantics-irrelevant texture patterns across generation paradigms and proposes DTS-Det, a detection framework that captures and leverages such relations for generalized AI-generated image detection.

Haoyu Wang, Yiming Qin, Zhongjie Ba et al. · 0 citations

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