Differentially Private Generative Adversarial Networks with Model Inversion

10 January 2022

Papers citing "Differentially Private Generative Adversarial Networks with Model Inversion"

7 / 7 papers shown

Title
From Easy to Hard: Building a Shortcut for Differentially Private Image Synthesis Kecen Li Chen Gong Xiaochen Li Yuzhong Zhao Xinwen Hou Tianhao Wang 26 1 0 02 Apr 2025
PrivImage: Differentially Private Synthetic Image Generation using Diffusion Models with Semantic-Aware Pretraining Kecen Li Chen Gong Zhixiang Li Yuzhong Zhao Xinwen Hou Tianhao Wang 23 10 0 19 Oct 2023
DPGOMI: Differentially Private Data Publishing with Gaussian Optimized Model Inversion Dongjie Chen S. Cheung Chen-Nee Chuah 14 0 0 06 Oct 2023
A Unified View of Differentially Private Deep Generative Modeling Dingfan Chen Raouf Kerkouche Mario Fritz SyDa 8 4 0 27 Sep 2023
Large-Scale Public Data Improves Differentially Private Image Generation Quality Ruihan Wu Chuan Guo Kamalika Chaudhuri 13 2 0 04 Aug 2023
Differentially Private Diffusion Models Generate Useful Synthetic Images Sahra Ghalebikesabi Leonard Berrada Sven Gowal Ira Ktena Robert Stanforth Jamie Hayes Soham De Samuel L. Smith Olivia Wiles Borja Balle DiffM 16 69 0 27 Feb 2023
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,191 0 21 Nov 2016