%0 Journal Article
%T Building Privacy-Preserving C4.5 Decision Tree Classifier on Multi-Parties
%A Alka Gangrade
%A Ravindra Patel
%J International Journal on Computer Science and Engineering
%D 2009
%I Engg Journals Publications
%X In this paper, we address Privacy-preserving classification problem in a multi-party sense. We focus the general classification in a secured manner and introduce a Privacy-preserving decision tree classifier using C4.5 algorithm without involving third party. C4.5 algorithm is a software extension of the basic ID3 algorithm designed by Quinlan. Our protocol is considerably more efficient than any existing solutions.
%K Decision tree classification
%K C4.5 algorithm
%K Privacy-preserving.
%U http://www.enggjournals.com/ijcse/doc/IJCSE09-01-03-16.pdf