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

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

22 June 2020

Tsubasa Takahashi

Yang Cao

Masatoshi Yoshikawa

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

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Title
PFGuard: A Generative Framework with Privacy and Fairness Safeguards Soyeon Kim Yuji Roh Geon Heo Steven Euijong Whang 125 0 0 03 Oct 2024
Generating Private Synthetic Data with Genetic Algorithms Terrance Liu Jin-Lin Tang G. Vietri Zhiwei Steven Wu SyDa 67 18 0 05 Jun 2023
Differentially Private Diffusion Models Tim Dockhorn Tianshi Cao Arash Vahdat Karsten Kreis DiffM 89 100 0 18 Oct 2022
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 43 6 0 24 Aug 2022
HDPView: Differentially Private Materialized View for Exploring High Dimensional Relational Data Fumiyuki Kato Tsubasa Takahashi Shun Takagi Yang Cao Seng Pei Liew Masatoshi Yoshikawa 40 6 0 14 Mar 2022
NeuroMixGDP: A Neural Collapse-Inspired Random Mixup for Private Data Release Donghao Li Yang Cao Yuan Yao 83 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 85 72 0 01 Nov 2021
PEARL: Data Synthesis via Private Embeddings and Adversarial Reconstruction Learning Seng Pei Liew Tsubasa Takahashi Michihiko Ueno FedML 74 29 0 08 Jun 2021
Differentially Private Query Release Through Adaptive Projection Sergul Aydore William Brown Michael Kearns K. Kenthapadi Luca Melis Aaron Roth Ankit Siva 92 68 0 11 Mar 2021
FaceLeaks: Inference Attacks against Transfer Learning Models via Black-box Queries Seng Pei Liew Tsubasa Takahashi MIACV FedML 66 9 0 27 Oct 2020