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Sikha Pentyala

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Privacy-Preserving Algorithmic Recourse

Nov 23, 2023
Sikha Pentyala, Shubham Sharma, Sanjay Kariyappa, Freddy Lecue, Daniele Magazzeni

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Privacy-Preserving Fair Item Ranking

Mar 06, 2023
Jia Ao Sun, Sikha Pentyala, Martine De Cock, Golnoosh Farnadi

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Secure Multiparty Computation for Synthetic Data Generation from Distributed Data

Oct 13, 2022
Mayana Pereira, Sikha Pentyala, Anderson Nascimento, Rafael T. de Sousa Jr., Martine De Cock

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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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