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Preprint Oct 2026

SAMP: Self-Adaptive Margin Prioritization For Robust Diffusion Watermarking

Diffusion models have made high-fidelity visual generation widely accessible, while also lowering the barrier to producing convincing visual forgeries and complicating content provenance. Existing watermarking methods typically use a fixed embedding strength throughout denoising or treat all watermark dimensions equall...

Yu-Hao Xue, Jiu-An Zhou, Yu Cheng et al. · 0 citations

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