Patterns and privacy preservation with prior knowledge for classification

Privacy preservation is a key issue in outsourcing of data mining. When we seek approaches to protect the sensitive information contained in the original data, it is also important to preserve the mining outcome. We study the problem of privacy preservation in outsourcing of classifications, includi...

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Bibliographic Details
Main Author: Bu, Shaofeng
Language:English
Published: University of British Columbia 2010
Online Access:http://hdl.handle.net/2429/28749