The Research of Privacy-Preserving Clustering Algorithm

摘要

This paper proposes HDPPDK-Means clustering algorithm for privacy-preserving over horizontal partitioned database, using secure multi-party computation protocol to realize privacy-preserving of clustering algorithm. Theoretical analysis and examples illustrate that the proposed algorithm can effectively solve privacy-preserving problem of clustering mining over horizontal distribution and achieve the privacy-preserving aim.