A coherent technique for Privacy Preservation in Data Mining using Classification

Sheryl Parmar; Pallavi Sharma; Preeti Gupta

Volume : IV, Issue : VII, July - 2015

A coherent technique for Privacy Preservation in Data Mining using Classification

Sheryl Parmar, Pallavi Sharma, Preeti Gupta

Abstract :

 Privacy Preserving Data Mining has become a significant issue in data mining research. In case of healthcare databases, the data mining system contain a large amount of sensitive and confidential data like patient centric data, treatment data, resource data etc. Here, in this paper the representation of the protection of all these kind of data using the tangent hyperbolic transfiguration technique has been proved. The transfigured values of the original data are obtained which makes the original data unrecognizable. After obtaining the transfigured values, a data mining technique is applied to check accuracy.