Privacy-preserving machine learning based on secure four-party computations

The paper is devoted to the analysis of privacy-preserving machine learning systems based on the concept of secure four-party computations. The advantages of the four-party computations over the two- and three-party computations are analyzed. The definitions are given that express the resistance of...

Full description

Bibliographic Details
Main Author: Sergey V. Zapechnikov
Format: Article
Language:English
Published: Joint Stock Company "Experimental Scientific and Production Association SPELS 2022-06-01
Series:Безопасность информационных технологий
Subjects:
Online Access:https://bit.spels.ru/index.php/bit/article/view/1417