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An Auto-Encoder based Membership Inference Attack against Generative Adversarial Network

Maryam Azadmanesh; Behrouz Shahgholi Ghahfarokhi; Maede Ashouri-Talouki

Volume 15, Issue 2 , July 2023, , Pages 240-253

https://doi.org/10.22042/isecure.2022.320282.735

Abstract
  Using generative models to produce unlimited synthetic samples is a popular replacement for database sharing. Generative Adversarial Network (GAN) is a popular class of generative models which generates synthetic data samples very similar to real training datasets. However, GAN models do not necessarily ...  Read More