Search Results for author: Ricardo Maia

Found 1 papers, 0 papers with code

Training Differentially Private Models with Secure Multiparty Computation

no code implementations5 Feb 2022 Sikha Pentyala, Davis Railsback, Ricardo Maia, Rafael Dowsley, David Melanson, Anderson Nascimento, Martine De Cock

We address the problem of learning a machine learning model from training data that originates at multiple data owners while providing formal privacy guarantees regarding the protection of each owner's data.

Privacy Preserving

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