Collaborative classification mechanism for privacy-Preserving on horizontally partitioned data

We propose a novel two-party privacy-preserving classification solution called Collaborative Classification Mechanism for Privacy-preserving ( $ {\rm C}^{2}{\rm MP}^{2} $ ) over horizontally partitioned data that is inspired from the fact, that global and local learning can be independently executed...

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Bibliographic Details
Main Authors: Zhancheng Zhang, Fu-Lai Chung, Shitong Wang
Format: Article
Language:English
Published: Taylor & Francis Group 2019-01-01
Series:Automatika
Subjects:
Online Access:http://dx.doi.org/10.1080/00051144.2019.1578039