Proceeding of

1st Int. Conf. on Recent Trends & Research in Engineering and Science

(ICRTRES-2015)

21-23 March, 2015

 

Organized By

Padm. Dr. V. B. Kolte College of Engineering & Polytechnic, Malkapur

 

as

A Special Issue of

International Journal of Computer Science and Applications

(ISSN:0974-1011)

 

Advisory Committee

Dr. G. R. Bamnote

(Dean, Faculty of Engg, SGBAU Amravati)

 

Dr. B. E. Narkhede

(Vice President IIIE, Mumbai)

 

Dr. Md. Mamun Habib

(University Utara Malaysia (UUM, Malaysia)

 

Dr. C. R. Patil

(Prof. PRMIT&R Badnera, Amravati)

 

Dr. T. R. Deshmukh

(Prof. PRMIT&R Badnera, Amravati)

 

Dr. W. Z. Gandhare

(Principal, Govt. College of Engineering Amravati)

 

Dr. D. N. Kyatanavar

(Principal, SRESCOE Kopargaon)

 

Dr. U. Pendharkar

(Professor, Government Engineering College, Ujjain)

 

Dr. Ajit Thete

(Director, Centre for Development of Leadership in    Education Pvt Ltd, Aurangabad)

 

Technical Committee

Dr. M. T. Datar

Dr. S. K. Garg

Dr. Shrikaant Kulkarni

Shri. D. N. Patil

Dr. A. W. Kolte

Prof. Ajitabh Pateriya

Prof. P. K. Patil

Prof. S.N. Khachane

Prof. Parag Chourey

Prof. B.K.Chaudhari

Prof. N.A. Kharche

Prof. R.M. Choudhari

Prof. R. B. Pandhare

Prof. A.P. Jadhao

Prof. S.B. Jadhav

Prof. Santosh Raikar

Prof. Y.P. Sushir

Prof. B. M. Tayde

 

Editor

Prof. K. H. Walse

 

Research Publications, India

 

 

   
 
  
  
IJCSA ISSN: 0974-1011 (Online) >>    
Title:

A Technique for Improving Security on Horizontally Distributed Databases by Association Rule Mining
Author:

Rohinee K. Deshmukh and Sandeep Khanna
 
Abstract

Data mining is the fast growing area today which is the process of Semi-automatically analyzing large databases to find useful patterns. The association rule technique is used in data mining for revealing some interesting relationship between locally and globally large item sets.  The current leading protocol is Kantarcioglu and Clifton which is also known as K&C protocol. This paper introduces a protocol whichis based on unsecured distributed version of Apriori algorithm which is known as Fast Distributed Mining (FDM) algorithm, that generate small number of candidate sets. The main ingredients in this protocol are two novel secure multi-party algorithms – one that computes the union of private subsets that each of the interacting players hold, and another that tests an element held by one player is included in a subset held by another. This protocol offers enhanced security with respect to the earlier protocol.

©2015 International Journal of Computer Science and Applications 

Published by Research Publications, India