P3GM: Private High-Dimensional Data Release via Privacy Preserving
Phased Generative Model

P3GM: Private High-Dimensional Data Release via Privacy Preserving Phased Generative Model

22 June 2020

Tsubasa Takahashi

Yang Cao

Masatoshi Yoshikawa

Papers citing "P3GM: Private High-Dimensional Data Release via Privacy Preserving Phased Generative Model"

6 / 6 papers shown

Title
PFGuard: A Generative Framework with Privacy and Fairness Safeguards Soyeon Kim Yuji Roh Geon Heo Steven Euijong Whang 39 0 0 03 Oct 2024
Enabling Trade-offs in Privacy and Utility in Genomic Data Beacons and Summary Statistics Rajagopal Venkatesaramani Zhiyu Wan B. Malin Yevgeniy Vorobeychik 15 6 0 11 Jan 2023
DP2-Pub: Differentially Private High-Dimensional Data Publication with Invariant Post Randomization Honglu Jiang Hao-Chun Yu Xiuzhen Cheng Jian Pei Robert Pless Jiguo Yu 19 6 0 24 Aug 2022
NeuroMixGDP: A Neural Collapse-Inspired Random Mixup for Private Data Release Donghao Li Yang Cao Yuan Yao 35 2 0 14 Feb 2022
Don't Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence Tianshi Cao Alex Bie Arash Vahdat Sanja Fidler Karsten Kreis SyDa DiffM 19 71 0 01 Nov 2021
Differentially Private Query Release Through Adaptive Projection Sergul Aydore William Brown Michael Kearns K. Kenthapadi Luca Melis Aaron Roth Ankit Siva 37 64 0 11 Mar 2021