David Melanson

Training Differentially Private Models with Secure Multiparty Computation

Anderson C. A. Nascimento, Martine De Cock, Rafael Dowsley, 2022, IACR Cryptol. ePrint Arch..

PrivFair: a Library for Privacy-Preserving Fairness Auditing

Martine De Cock, G. Farnadi, Sikha Pentyala, 2022, ArXiv.

Training Differentially Private Models with Secure Multiparty Computation

Anderson C. A. Nascimento, Martine De Cock, Rafael Dowsley, 2022, IACR Cryptol. ePrint Arch..

Privacy-preserving training of tree ensembles over continuous data

Anderson C. A. Nascimento, Rafael Dowsley, Martine De Cock, 2021, IACR Cryptol. ePrint Arch..