Naive Bayes Classification Protocol Based on Privacy Preservation
Jianming Zhu · Jisuanji gongcheng · 2010
Aiming at the data of vertical distribution,this paper gives a Naive Bayes Classification(NBC) protocol based on privacy preservation.This protocol uses homomorphic encryption,threshold password and digital envelope technology to realize data classification when data is vertical distribution,and it can promise not to disclose any other party with the irrelevant information.Theory analysis shows that this protocol is in safety and low communication and computing complexity.