Privacy Preserving Clustering-A Hybrid Approach


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    		Views: (2000)   Date: (Publication Date: 14-17 Dec. 2...)   Pages: ()

  • Author:  Kalita  M. Bhattacharyya  D.K. Dutta  M. Dept. of Comput. Sci. & Eng.  Tezpur Univ.  Tezpur;  

  • Abstract:  Abstract This paper presents a privacy preserving clustering technique using hybrid approach. The technique mainly exploits a combination of isometric transformations i.e. translation, rotation and reflection transformations along with a secure random function in order to provide secrecy of user-specified attributes without losing accuracy in results. The proposed method was tested and evaluated in terms of several synthetic as well as real-life data and the performance has been found satisfactory in comparison to its other counterparts.

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