Nikolaj Volgushev

Secure training of decision trees with continuous attributes

2020 · Proceedings on Privacy Enhancing Technologies

Abstract We apply multiparty computation (MPC) techniques to show, given a database that is secret-shared among multiple mutually distrustful parties, how the parties may obliviously construct a decision tree based on the secret data. We …