Paper on DP-DiPP, a diffusion plus stochastic-code compressor for differentially private outputs, because plain compression was too easy.
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01 02 Rethinking Forgery Attacks on Semantic Watermarks in Black-Box Settings: A Geometric Distortion Perspective arxiv.orgPaper models black-box watermark forgeries as geometric distortion on latent manifolds, then uses that to catch them pre-verification.03 Diffusion models for censoring evasion: FlowPaint edits network flows like images, with one prompt and fewer easy detections.04 Public Diffusion Models, Private Images: Key-Controlled Inversion for Conditional Reconstruction arxiv.orgPublic diffusion models, private images, and a key that decides who gets reconstruction, because inversion needed DRM.