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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 Video Classification with Convolutional Neural Networks


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


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