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CIKM
2006
Springer

k nearest neighbor classification across multiple private databases

13 years 9 months ago
k nearest neighbor classification across multiple private databases
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. Categories and Subject Descriptors: H.2.8 [Database Management]: Database Applications General Terms: Algorithms, Experimentation, Security
Li Xiong, Subramanyam Chitti, Ling Liu
Added 20 Aug 2010
Updated 20 Aug 2010
Type Conference
Year 2006
Where CIKM
Authors Li Xiong, Subramanyam Chitti, Ling Liu
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