Differentially Private Latent Diffusion Models

Diffusion models (DMs) are one of the most widely used generative models for producing high quality images. However, a flurry of recent papers points out that DMs are least private forms of image generators, by extracting a significant number of near-identical replicas of training images from DMs. E...

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Hauptverfasser:	Liu, Michael F, Lyu, Saiyue, Vinaroz, Margarita, Park, Mijung
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Cryptography and Security Computer Science - Learning Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
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