Non-Interactive Decision Trees and Applications with Multi-Bit TFHE

Machine learning classification algorithms, such as decision trees and random forests, are commonly used in many applications. Clients who want to classify their data send them to a server that performs their inference using a trained model. The client must trust the server and provide the data in p...

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Bibliographic Details

Published in:	Algorithms
Main Authors:	Jestine Paul, Benjamin Hong Meng Tan, Bharadwaj Veeravalli, Khin Mi Mi Aung
Format:	Article
Language:	English
Published:	MDPI AG 2022-09-01
Subjects:	(fully) homomorphic encryption machine learning classification decision trees
Online Access:	https://www.mdpi.com/1999-4893/15/9/333