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InfoResearchPeer-reviewed

LVMark: Robust Watermark for Latent Video Diffusion Models

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Summary

LVMark is a watermarking method for latent video diffusion models that aims to protect model ownership. It uses a watermark decoder that learns consistency between adjacent frames, combining low-frequency components of the three-dimensional wavelet domain with video color features, plus a latent decoder to preserve visual fidelity. The authors report robust decoding with 512-bit capacity even under distortions.