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PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning


May 23, 2022
Sikha Pentyala, Nicola Neophytou, Anderson Nascimento, Martine De Cock, Golnoosh Farnadi


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PrivFair: a Library for Privacy-Preserving Fairness Auditing


Feb 09, 2022
Sikha Pentyala, David Melanson, Martine De Cock, Golnoosh Farnadi


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Training Differentially Private Models with Secure Multiparty Computation


Feb 05, 2022
Sikha Pentyala, Davis Railsback, Ricardo Maia, Rafael Dowsley, David Melanson, Anderson Nascimento, Martine De Cock


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Privacy-Preserving Training of Tree Ensembles over Continuous Data


Jun 05, 2021
Samuel Adams, Chaitali Choudhary, Martine De Cock, Rafael Dowsley, David Melanson, Anderson C. A. Nascimento, Davis Railsback, Jianwei Shen


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Privacy-Preserving Feature Selection with Secure Multiparty Computation


Feb 06, 2021
Xiling Li, Rafael Dowsley, Martine De Cock


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Privacy-Preserving Video Classification with Convolutional Neural Networks


Feb 06, 2021
Sikha Pentyala, Rafael Dowsley, Martine De Cock


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Private Speech Characterization with Secure Multiparty Computation


Jul 01, 2020
Kyle Bittner, Martine De Cock, Rafael Dowsley


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Inline Detection of DGA Domains Using Side Information


Mar 12, 2020
Raaghavi Sivaguru, Jonathan Peck, Femi Olumofin, Anderson Nascimento, Martine De Cock


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High Performance Logistic Regression for Privacy-Preserving Genome Analysis


Mar 03, 2020
Martine De Cock, Rafael Dowsley, Anderson C. A. Nascimento, Davis Railsback, Jianwei Shen, Ariel Todoki


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