Ziping Dong — accepted AI-conference papers

2025

Harnessing Frequency Spectrum Insights for Image Copyright Protection Against Diffusion Models

Zhenguang Liu, Chao Shuai, Shaojing Fan, Ziping Dong, Jinwu Hu, Zhongjie Ba +1

CVPR 2025poster

Diffusion models have achieved remarkable success in novel view synthesis, but their reliance on large, diverse, and often untraceable Web datasets has raised pressing concerns about image copyright protection. Current methods fall short in reliably identifying unauthorized image use, as they strugg…

Cited by 0 Source ↗PDF ↗code ↗Scholar ↗

2025

WMCopier: Forging Invisible Watermarks on Arbitrary Images

Ziping Dong, Chao Shuai, Zhongjie Ba, Peng Cheng, Zhan Qin, Qinglong Wang +1

NeurIPS 2025poster

Invisible Image Watermarking is crucial for ensuring content provenance and accountability in generative AI. While Gen-AI providers are increasingly integrating invisible watermarking systems, the robustness of these schemes against forgery attacks remains poorly characterized. This is critical, as…

Cited by 0 Source ↗code ↗Scholar ↗