Securing Personal Information in Data Mining

Provided by: International Journal of Modern Engineering Research (IJMER)
Topic: Security
Format: PDF
In this paper the authors present few of the frequent authentication and security mechanisms and mechanisms used in several securing personal information in data mining techniques. The paper describes an overview of some of the well known securing personal information (privacy preserve) in data mining, - ID3 for decision tree, association rule mining, EM clustering, frequency mining and naive bayes. Most of these algorithms are usually a modification of a well known data mining algorithm along with some privacy preserving techniques.

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