Privacy-Preserving Collaborative Prediction using Random Forests

Irene Giacomelli, Somesh Jha, Ross Kleiman +2

We study the problem of privacy-preserving machine learning (PPML) for ensemble methods, focusing our effort on random forests. In collaborative analysis, PPML attempts to solve th…