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Chun-Shien Lu

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#machine learning Preprint Oct 2026

On the Intrinsic Limited Robustness of Latent-Based Watermarking

Existing latent-based watermarking methods for diffusion models have overestimated their robustness to image distortions, including geometric transformations such as rotation, scaling, and translation (RST). Moreover, this paradigm of watermarking approaches may suffer from inherent limitations arising from the domain...

Cheng-Han Yeh, Kuan-Chun Yu, Cheng-Chang Tsai et al. · 0 citations

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