TableGAN-MCA: Evaluating Membership Collisions of GAN-Synthesized Tabular Data Releasing

28 July 2021

Papers citing "TableGAN-MCA: Evaluating Membership Collisions of GAN-Synthesized Tabular Data Releasing"

7 / 7 papers shown

Title
Synthetic Tabular Data Validation: A Divergence-Based Approach Patricia A. Apellániz Ana Jiménez Borja Arroyo Galende J. Parras Santiago Zazo 31 3 0 13 May 2024
Privacy Re-identification Attacks on Tabular GANs Abdallah Alshantti Adil Rasheed Frank Westad AAML 24 3 0 31 Mar 2024
SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models Boyang Zhang Zheng Li Ziqing Yang Xinlei He Michael Backes Mario Fritz Yang Zhang 30 4 0 19 Oct 2023
Adversarial Robustness in Unsupervised Machine Learning: A Systematic Review Mathias Lundteigen Mohus Jinyue Li AAML 27 1 0 01 Jun 2023
On Rényi Differential Privacy in Statistics-Based Synthetic Data Generation Takayuki Miura Toshiki Shibahara M. Kii Atsunori Ichikawa Juko Yamamoto Koji Chida SyDa 22 0 0 31 Mar 2023
OOG- Optuna Optimized GAN Sampling Technique for Tabular Imbalanced Malware Data S.M. Towhidul Islam Tonmoy S. M. Mehedi 24 3 0 25 Nov 2022
Data Synthesis based on Generative Adversarial Networks Noseong Park Mahmoud Mohammadi Kshitij Gorde S. Jajodia Hongkyu Park Youngmin Kim 119 468 0 09 Jun 2018