Huddling For Anonymization Of Compacted And Disseminated Public Systems

P Eswaraiah, Pokuru Nagarjuna

Abstract


Social network: a social structure consists of nodes and ties. Noes are the individual actors within the networks May be different kinds May have attributes, labels or classes Ties are the relationships between the actors May be different kinds Links may have attributes, directed or undirected Social networks have received dramatic interest in research and development. We developed heuristics to deal with the problem, In this paper, we survey the very recent research development on privacy-preserving publishing of graphs and social network data. Our metric for data quality is the number of rules that can still be mined and the number of rules that appear as a side effect We developed heuristic algorithms to minimize the new rules of the concept.


Keywords


Anonymization, Randomization, Generalization, Privacy Disclosure, So- cial Networks.

References


A. Arenas, L. Danon, A. Díaz-Guilera, P. M. Gleiser, and R. Guimerá, “Community Analysis in Social Networks,†The European Physical Journal B, Vol. 38, Number 2, pp. 373-380, 2004.

L. Backstrom, C. Dwork, and J. Kleinberg, “Wherefore Art Thou R3579X? Anonymized Social Networks, Hidden Patterns, and Structural Steganography,†in Proc. WWW’07, pp. 181-190, 2007

. [3] S. Bhagat, G. Cormode, B. Krishnamurthy, and D. Srivastava, “Classbased Graph Anonymization for Social Network Data,†in Proc. VLDB’09, pp. 766-777, 2009.

A. Campan and T.M. Truta, “Data and Structural k-Anonymity in Social Networks,†Proc. Second ACM SIGKDD Int’l Workshop Privacy, Security, and Trust in KDD (PinKDD), pp. 33-54, 2008.

J. Goldberger and T. Tassa, “Efficient Anonymizations with Enhanced Utility,†Trans. Data Privacy, vol. 3, pp. 149-175, 2010. [6] S. Hanhija¨rvi, G. Garriga, and K. Puolamaki, “Randomization Techniques for Graphs,†Proc. Ninth SIAM Int’l Conf. Data Mining (SDM), pp. 780-791, 2009.


Full Text: PDF [Full Text]

Refbacks

  • There are currently no refbacks.


Copyright © 2013, All rights reserved.| ijseat.com

Creative Commons License
International Journal of Science Engineering and Advance Technology is licensed under a Creative Commons Attribution 3.0 Unported License.Based on a work at IJSEat , Permissions beyond the scope of this license may be available at http://creativecommons.org/licenses/by/3.0/deed.en_GB.

Â