NotaryMark multi-bit watermarking for T2I dataset auditing
NotaryMark aligns watermarks with diffusion latent denoising for robust black-box auditing across datasets and models.
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Stories tagged #dataset-auditing
SpectralCanary uses low-frequency traces to audit T2I dataset use
With SD3.5 across five datasets it averages 92.4% per-generation TPR at 1% FPR and mean ΔFID of 0.05.