Author

Ziping Dong

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Preprint Sep 2026

Residual Transferability in Neural Image Watermarking

This work identifies two mechanisms that strengthen the dependence of watermark evidence on the cover image, thereby suppressing the residual transferability, and introduces CoverLock, a plug-and-play strategy for existing watermarking systems that strengthens such image dependence without architectural redesign.

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. · arXiv.org · 0 citations