A Privacy-Preserving Intra-Cluster Data Aggregation Method in Wireless Sensor Networks

Run Ze Wan; Xing Yan Zhang

doi:10.4028/www.scientific.net/AMM.719-720.773

Paper Titles

A Routing Protocol for Emergency Communication Based on Load Balancing
p.744

Generation of New Collision Free S-Random Interleavers of Turbo Codes
p.750

Optimized Prefetching Scheme to Support VCR-Like Operations in P2P VoD Applications with Guided Seeks
p.756

Dual-Hop Amplify-and-Forward Variable Gain Relaying over Mixture Gamma Fading Channels
p.767

A Privacy-Preserving Intra-Cluster Data Aggregation Method in Wireless Sensor Networks
p.773

Power-Law Property of High Clustering Network Induced by Deactivation Mechanism
p.779

Performance Evaluation on a Hybrid Algorithm for Computing Constrained Shortest Paths
p.784

Research of Three-Dimensional Layered Network Architecture LDM³ for ITS
p.791

A Novel Improvement on a Crypto-System Based on a Chaotic Map in WSNs
p.798

HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 719-720A Privacy-Preserving Intra-Cluster Data...

A Privacy-Preserving Intra-Cluster Data Aggregation Method in Wireless Sensor Networks

Abstract:

The self-organizing nature of its architecture of wireless sensor networks (WSNs) introduce unique challenges for privacy preservation of data. This paper analyzes the cluster-based private data aggregation protocol (CPDA), and proposes a privacy protection protocol based on hierarchical cluster. We firstly reorganize nodes in cluster according to the logic structure of binary-tree in which each node transmits slice data instead of the full one. And then, we establish the hierarchical privacy tree to manage the group of keys, which purpose is privacy protection in case of data aggregation.

You might also be interested in these eBooks

View Preview

Info:

Periodical:

Applied Mechanics and Materials (Volumes 719-720)

Pages:

773-778

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.719-720.773

Citation:

Cite this paper

Online since:

January 2015

Authors:

Run Ze Wan*, Xing Yan Zhang

Keywords:

Binary Tree, Cluster, Data Aggregation, Privacy-Preserving

Export:

RIS, BibTeX

Price:

Permissions CCC:

Request Permissions

Permissions PLS:

Request Permissions

Сopyright:

Citation:

* - Corresponding Author

References

[1] C. Castelluccia, E. Mykletun, and G. Tsudik, Efﬁcient Aggregation of Encrypted Data in Wireless Sensor Networks, Mobiquitous, (2005).

DOI: 10.1109/mobiquitous.2005.25

Google Scholar

[2] He Wenbo, Nguyen H. PDA: Privacy-preserving Data Aggregation in Wireless Sensor Networks[C]/Proc. of the 26th IEEE International Conference on Computer Communications. Washington D. C., USA: IEEE Computer Society Press, 2007: 2045-(2053).

DOI: 10.1109/infcom.2007.237

Google Scholar

[3] Girao J, Westhoff D, Schneider M. CDA: Concealed data aggregation for reverse multicast traffic in Wireless Sensor Networks. /Proceedings of the 40th International Conference on Communications. Seoul, Korea, 2005: 3044-3049.

DOI: 10.1109/icc.2005.1494953

Google Scholar

[4] W.S. Zhang, C. Wang, T.M. Feng. GPS: Generic Privacy- Preservation Solutions for Approximate Aggregation of Sensor Data, /Proc of sixth Annual IEEE International Conference on Pervasive Computing and Communications. Washington: IEEE Computer Society Press, 2007: 179-184.

DOI: 10.1109/percom.2008.60

Google Scholar

[5] Madden S, Franklin M J, Hellerstein J M. TAG: A Tiny Aggregation Service for Ad hoc Sensor Networks[C] /Proc. of the 5th Symposium on Operating Systems Design and Implementation. New York, USA: [s. n. ], 2002: 131-146.

DOI: 10.1145/1060289.1060303

Google Scholar

[6] Heinzelman W B, Chandrakasan A, Balakrishnan H. Energy- efficient communication protocol for wireless microsensor networks, /Proc 33rd Hawaii Int Conf System Sciences, Maui, HI, Jan. (2000).

DOI: 10.1109/hicss.2000.926982

Google Scholar

[7] G. Yang, A. Wang, Z. Chen, An energy-Saving privacy-preserving data aggregation algorithm, Journal of Computers. 2011: 34(5), 792-799.

DOI: 10.3724/sp.j.1016.2011.00792

Google Scholar