Clément GastaudinSarus BlogUser-level Differential Privacy with OpenDPSince its formalization in Dwork, McSherry, Nissim and Smith’s 2006 seminal paper [1], differential privacy (DP) has gained tremendous…Mar 29, 2023Mar 29, 2023
Clément GastaudinSarus BlogAdaptivity in DP-SGDA review of literature on how to tune DP-SGD hyperparameters during training while optimizing for budget consumptionMay 19, 2021May 19, 2021
Clément GastaudinSarus BlogEstimating a cumulative distribution function with differential privacySarus builds tools to help compute statistics, analytics or AI models from sensitive data with formal guarantees of differential privacy.Nov 25, 20201Nov 25, 20201