A black-box attack using one watermarked image and a proxy VAE can forge or remove latent-noise diffusion watermarks by perturbing images in the VAE's latent space.
Ringid: Rethinking tree-ring watermarking for enhanced multi-key identification
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Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image
A black-box attack using one watermarked image and a proxy VAE can forge or remove latent-noise diffusion watermarks by perturbing images in the VAE's latent space.