DTGAN: Differential Private Training for Tabular GANs

6 July 2021

Papers citing "DTGAN: Differential Private Training for Tabular GANs"

8 / 8 papers shown

Title
Navigating Tabular Data Synthesis Research: Understanding User Needs and Tool Capabilities Maria F. Davila Sven Groen Fabian Panse Wolfram Wingerath LMTD 34 1 0 31 May 2024
Deep Generative Models, Synthetic Tabular Data, and Differential Privacy: An Overview and Synthesis Conor Hassan Roberto Salomone Kerrie Mengersen 23 6 0 28 Jul 2023
Adversarial Robustness in Unsupervised Machine Learning: A Systematic Review Mathias Lundteigen Mohus Jinyue Li AAML 21 1 0 01 Jun 2023
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe Xiang Yue Huseyin A. Inan Xuechen Li Girish Kumar Julia McAnallen Hoda Shajari Huan Sun David Levitan Robert Sim 58 79 0 25 Oct 2022
ComicGAN: Text-to-Comic Generative Adversarial Network Ben Proven-Bessel Zilong Zhao L. Chen GAN 17 8 0 19 Sep 2021
Effective and Privacy preserving Tabular Data Synthesizing A. Kunar 17 5 0 11 Aug 2021
CTAB-GAN: Effective Table Data Synthesizing Zilong Zhao A. Kunar H. V. D. Scheer Robert Birke L. Chen CML 123 198 0 16 Feb 2021
Data Synthesis based on Generative Adversarial Networks Noseong Park Mahmoud Mohammadi Kshitij Gorde S. Jajodia Hongkyu Park Youngmin Kim 116 468 0 09 Jun 2018