On the Privacy Properties of GAN-generated Samples

On the Privacy Properties of GAN-generated Samples

3 June 2022

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Papers citing "On the Privacy Properties of GAN-generated Samples"

16 / 16 papers shown

Title
Private Federated Learning using Preference-Optimized Synthetic Data Charlie Hou Mei-Yu Wang Yige Zhu Daniel Lazar Giulia Fanti FedML Presented at ResearchTrend Connect \| FedML on 07 May 2025 183 2 0 23 Apr 2025
DPImageBench: A Unified Benchmark for Differentially Private Image Synthesis Chen Gong Kecen Li Zinan Lin Tianhao Wang 215 5 0 18 Mar 2025
PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs Charlie Hou Akshat Shrivastava Hongyuan Zhan Rylan Conway Trang Le Adithya Sagar Giulia Fanti Daniel Lazar 118 15 0 05 Jun 2024
Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples Shinýa Yamaguchi 101 2 0 28 Sep 2023
Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art Tanujit Chakraborty Ujjwal Reddy K S Shraddha M. Naik Madhurima Panja B. Manvitha 112 72 0 30 Aug 2023
Adversarial Robustness in Unsupervised Machine Learning: A Systematic Review Mathias Lundteigen Mohus Jinyue Li AAML 87 1 0 01 Jun 2023
Differentially Private Synthetic Data via Foundation Model APIs 1: Images Zinan Lin Sivakanth Gopi Janardhan Kulkarni Harsha Nori Sergey Yekhanin 175 44 0 24 May 2023
On Rényi Differential Privacy in Statistics-Based Synthetic Data Generation Takayuki Miura Toshiki Shibahara M. Kii Atsunori Ichikawa Juko Yamamoto Koji Chida SyDa 54 0 0 31 Mar 2023
On the causality-preservation capabilities of generative modelling Yves-Cédric Bauwelinckx Jan Dhaene Tim Verdonck Milan van den Heuvel CML AI4CE 98 1 0 03 Jan 2023
Differentially Private Learning of Hawkes Processes Mohsen Ghassemi Eleonora Kreavcić Niccolò Dalmasso Vamsi K. Potluru T. Balch Manuela Veloso 116 1 0 27 Jul 2022
RelaxLoss: Defending Membership Inference Attacks without Losing Utility Dingfan Chen Ning Yu Mario Fritz 123 43 0 12 Jul 2022
ChildPredictor: A Child Face Prediction Framework with Disentangled Learning Yuzhi Zhao L. Po Xuehui Wang Qiong Yan Wei Shen ... C. Wong Chiu-Sing Pang Weifeng Ou Weikang Yu Buhua Liu CVBM 120 8 0 21 Apr 2022
Stability and Generalization of Differentially Private Minimax Problems Yilin Kang Yong Liu Jian Li Weiping Wang 136 3 0 11 Apr 2022
Training face verification models from generated face identity data Dennis Conway Loïc Simon Alexis Lechervy F. Jurie CVBM 51 0 0 02 Aug 2021
TableGAN-MCA: Evaluating Membership Collisions of GAN-Synthesized Tabular Data Releasing Aoting Hu Renjie Xie Zhigang Lu A. Hu Minhui Xue MIACV 121 15 0 28 Jul 2021
Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning Xinjian Luo Xiangqi Zhu FedML 190 26 0 27 Apr 2020

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