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Summary Statistic Privacy in Data Sharing


Mar 03, 2023
Zinan Lin, Shuaiqi Wang, Vyas Sekar, Giulia Fanti

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On the Privacy Properties of GAN-generated Samples


Jun 03, 2022
Zinan Lin, Vyas Sekar, Giulia Fanti

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* AISTATS 2021 

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RareGAN: Generating Samples for Rare Classes


Mar 20, 2022
Zinan Lin, Hao Liang, Giulia Fanti, Vyas Sekar

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* Published in AAAI 2022 

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Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions


Jan 22, 2021
Todd Huster, Jeremy E. J. Cohen, Zinan Lin, Kevin Chan, Charles Kamhoua, Nandi Leslie, Cho-Yu Jason Chiang, Vyas Sekar

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Why Spectral Normalization Stabilizes GANs: Analysis and Improvements


Sep 06, 2020
Zinan Lin, Vyas Sekar, Giulia Fanti

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* 45 pages, 71 figures 

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Privacy for Free: Communication-Efficient Learning with Differential Privacy Using Sketches


Dec 06, 2019
Tian Li, Zaoxing Liu, Vyas Sekar, Virginia Smith

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Enhancing the Privacy of Federated Learning with Sketching


Nov 05, 2019
Zaoxing Liu, Tian Li, Virginia Smith, Vyas Sekar

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Generating High-fidelity, Synthetic Time Series Datasets with DoppelGANger


Sep 30, 2019
Zinan Lin, Alankar Jain, Chen Wang, Giulia Fanti, Vyas Sekar

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* 28 pages, 35 figures 

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