k nearest neighbor classification across multiple private databases
Li Ping Xiong, Subramanyam Chitti, Ling Liu · 2006
Distributed privacy preserving data mining tools are critical for mining multiple databases with a minimum information disclosure. We present a framework including a general model as well as multi-round algorithms for mining horizontally partitioned databases using a privacy preserving k Nearest Neighbor (kNN) classifier.