White Papers

Toward Standardization in Privacy-Preserving Data Mining

Overview Issues about Privacy-Preserving Data Mining (PPDM) have emerged globally. The recent proliferation in PPDM techniques is evident. Motivated by the increasing number of successful techniques, the new generation in PPDM moves on toward standardization because it will certainly play an important role in the future of PPDM. This paper lays out what needs to be done and take some steps toward proposing such standardization: First, the paper describes the problems one faces in defining what information is private in data mining, and discuss how privacy can be violated in data mining. Then, it defines privacy preservation in data mining based on users' personal information and information concerning their collective activity.

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Publisher: University of Alberta
File Format: PDF
Date Published: Oct 1, 2008
Format: White Papers
Topics: Knowledge and Data Management, Data Mining - Analysis

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