1. How to submit my research paper? What’s the process of publication of my paper?
The journal receives submitted manuscripts via email only. Please submit your research paper in .doc or .pdf format to the submission email: ijeee@ejournal.net.
2. Can I submit an abstract?
The journal publishes full research papers. So only full paper submission should be considered for possible publication...[Read More]

Privacy Preserving Naïve Bayesian Classifier For Horizontal Partitioned Data

Sumana M. 1 and Hareesha K. S. 2
1. M S Ramaiah Institute of Technology/Information Science and Engineering, Bangalore, India
2. Manipal Institute of Technology/Department of Computer Applications, Manipal,India
Abstract—Data is distributed in various sites that need to be mined in a secure manner without revealing anything except the results of mining. This paper converses about privacy-preserving horizontal distributed classification techniques where multiple sites collaborate and broadcast the mining results. However in the process, no information about either the data maintained in the sites or data obtained during computation is divulged. We have presented two protocols to construct a Privacy Preserving Naïve Bayesian classifier using the Pailler’s homomorphic encryption techniques. We propose that our approach is more secure and efficient than any of the previous privacy preserving Naïve Bayesian methods.

Index Terms—secure sum, homomorphic encryption, paillier encryption, privacy preserving data mining, naïve Bayesian, horizontal partitioned

Cite: Sumana M. and Hareesha K. S., "Privacy Preserving Naïve Bayesian Classifier For Horizontal Partitioned Data," International Journal of Electronics and Electrical Engineering, Vol. 2, No. 1, pp. 21-25, March 2014. doi: 10.12720/ijeee.2.1.21-25
Copyright © 2012-2021 International Journal of Electronics and Electrical Engineering, All Rights Reserved