Privacy Preserving Data Mining Using Correlation Based Transformation |
Author(s): |
| Akhija lakshmi R , MOUNT ZION COLLEGE OF ENGINEERING,KADAMMANITTA, PATHANATHITTA,KERALA; Vineeth M V, MOUNT ZION COLLEGE OF ENGINEERING,KADAMMANITTA, PATHANATHITTA,KERALA |
Keywords: |
| Correlation Analysis, Perturbation, Privacy Preserving, Transformation Strategy |
Abstract |
|
Mining valuable information from mass of data has developed an important application in many fields. Data mining procedures like clustering, combination work on this data and provide hard information for study. As these data are open through various networks into public field, privacy for the holders of the data is collective need. However privacy can be provided by hiding sensitive data, it will affect the data mining algorithms in knowledge abstraction, so an effective mechanism is required to provide privacy to the data and at the same time without disturbing the data mining algorithms. Augmented rotation-based transformation (ARBT) scheme utilizes linearity of transformation. |
Other Details |
|
Paper ID: IJSRDV4I80360 Published in: Volume : 4, Issue : 8 Publication Date: 01/11/2016 Page(s): 775-777 |
Article Preview |
|
|
|
|
