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improved privacy presurving in association rule using rule hiding algorithm

Author(s):

bhabhor chiragkumar gangjibhai , bhabhor chiragkumar gangjibhai kirc kalol; prof chetna chand, kirc kalol; prof mahesh panchal, kirc kalol

Keywords:

Privacy Preserving Association Rule Mining

Abstract

The main problem is that to hide sensitive information, including personal information, fact or even patterns which are generated by any algorithm of data min- ing from the others. In order to focusing on privacy preserv- ing association rule mining, the simplistic solution to address the problem of privacy is presented. To overcome these problems, we propose a algorithm named improved Privacy Preserving Algorithm using Association Rule Mining which is based on the random Perturbation technique which is best in efficiency and performance. This method is suitable to the any type of data. Our algorithm is a good way to apply data mining techniques with security that hides our logical in-stances from others.

Other Details

Paper ID: IJSRDV2I3454
Published in: Volume : 2, Issue : 3
Publication Date: 01/06/2014
Page(s): 1387-1389

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