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An Efficient Privacy Preserving in MSN using Improved Decision Tree Algorithm
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 167 - Number 1 |
| Year of Publication: 2017 |
| Authors: Neetu Raghuwanshi, Abhishek Mathur |
10.5120/ijca2017914107
|
Neetu Raghuwanshi, Abhishek Mathur . An Efficient Privacy Preserving in MSN using Improved Decision Tree Algorithm. International Journal of Computer Applications. 167, 1 ( Jun 2017), 35-39. DOI=10.5120/ijca2017914107
Abstract
Here in this paper, efficient privacy preservation over Mobile Social Networks is implemented to secure attacks over Mobile Social Networks. The Existing methodology implemented for the Friending Mobile Social Networks is efficient which provides an efficient computation of Data and privacy from unauthorized users. Here an efficient Decision Tree based algorithm is implemented using Partition of Data using Some Partition based algorithm and then classify data using an ID3 algorithm. The Experimental results when performed on Social Network Dataset the proposed methodology gives efficient results in comparison.
References
- J. S. Park, S. Kim, C. Kamhoua and K. Kwiat “Towards Trusted Data Management in OSN Services” World Congress on Internet Security, IEEE- 2012, 978-1 -908320-04/9 pp. 202-203.
- L. Kagal, T. Finin, M. Paolucci, N. Srinivasan, K. Sycara and G. Denker “Authorization and Privacy for Semantic Web Services” IEEE Intelligent Systems 2004, 1541 -1672/04, pp. 50-56.
- Soumen Chakrabarti, Byron Dom, David Gibson, Jon Kleinberg, S. Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, and Andrew Tomkins, “Hypersearching the web”, Scientific American, 1999.
- Liaoruo Wang, Tiancheng Lou, Jie Tang and John E. Hopcroft “Detecting Community Kernels in Large Social Networks”, 2011.
- Alan Mislove, Massimiliano Marcon, Krishna P. Gummadi, Peter Druschel and Bobby Bhattacharjee, ―Measurement and Analysis of Online Social Networks, ACM, 2007.
- Walter Willinger, Reza Rejaie, Mojtaba Torkjazi, Masoud Valafar and Mauro Maggioni, ―Research on Online Social Networks: Time to Face the Real Challenges‖, 2009.
- Yaping Li, Minghua Chen, Qiwei Li, And Wei Zhang “Enabling Multilevel Trust In Privacy Preserving Data Mining” , Ieee Transactions On Knowledge And Data Engineering, Vol. 24, No. 9, September 2012.
- Bart Kuijpers, Vanessa Lemmens, Bart Moelans,” Privacy Preserving ID3 over Horizontally, Vertically and Grid Partitioned Data”,avrxi-0803.155v1[cs.db], 11 march 2008.
- Ramya, M. S. "Partial Information Hiding in Multi-Level Trust Privacy Preserving Datamining." Bonfring International Journal of Software Engineering and Soft Computing 2, no. Special Issue Special Issue on Communication Technology Interventions for Rural and Social Development, pp.11-15, 2012.
- Alka Gangrade, Ravindra Patel “Privacy Preserving Two-Layer Decision Tree Classifier for Multiparty Databases”, International Journal of Computer and Information Technology, ISSN No: 2277 – 0764, Volume 01, Issue 01, September 2012.
- Lan Zhang , Kebin Liu , Taeho Jung and Yunhao Liu “Message in a Sealed Bottle: Privacy Preserving Friending in Mobile Social Networks” IEEE Transactions On Mobile Computing, Vol. 14, No. 9, September 2015.
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