Article,

State-of-the-art in privacy preserving data mining

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SIGMOD Rec., 33 (1): 50--57 (March 2004)
DOI: 10.1145/974121.974131

Abstract

We provide here an overview of the new and rapidly emerging research area of privacy preserving data mining. We also propose a classification hierarchy that sets the basis for analyzing the work which has been performed in this context. A detailed review of the work accomplished in this area is also given, along with the coordinates of each work to the classification hierarchy. A brief evaluation is performed, and some initial conclusions are made.

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