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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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