Privacy-Preserving Feature Selection with Secure Multiparty Computation

no code implementations • 6 Feb 2021 • Xiling Li, Rafael Dowsley, Martine De Cock

In this work, we propose the first MPC based protocol for private feature selection based on the filter method, which is independent of model training, and can be used in combination with any MPC protocol to rank features.

BIG-bench Machine Learning feature selection +1