Integrity and Privacy Preserving Data Aggregation Algorithm for WSNs

Abstract:

This paper proposed an integrity and privacy preserving data aggregation algorithm for WSNs, which is called IPPDA. First, it attached a group of congruent numbers to the sensing data in order to execute integrity checking operated by sink node using Chinese remainder theorem (CRT); then it computed the hash function-based message authentication codes with time and key as the parameters to satisfy data freshness; finally, it adopted a homomorphic encryption scheme to provide privacy preserving. The simulation results show that IPPDA can effectively preserve data privacy, check data integrity, satisfy data freshness, and get accurate data aggregation results while having less computation and communication cost than iCPDA and iPDA.

• Periodical: Applied Mechanics and Materials (Volume 721)
• Pages: 732-735
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.721.732
• Online since: December 2014
• Authors: Hua Zhang*
• Keywords: Chinese Remainder Theorem (CRT), Data Aggregation, Data Integrity, Privacy Preserving, Wireless Sensor Network (WSN)

References

[1] Madden S, Franklin M J, Hellerstein J M. Tag: A tiny aggregation service for ad-hoc sensor networks [C] Proc of the 5th Operating Systems Design and Implementation Symp. Boston: ACM Press, 2002: 131-146.

DOI: 10.1145/1060289.1060303

[2] Fan K W, Liu S, Sinha P. On the potential of structure-free data aggregation in sensor networks[C] Proc of IEEE INFOCOM. IEEE Press, 2006: 1-12.

DOI: 10.1109/infocom.2006.192

[3] He W, Liu X, Nguyen H, et al. PDA: Privacy-preserving data aggregation in wireless sensor networks[C] Proc of the 26th IEEE International Conference on Computer Communications. Anchorage, AK, 2007: 2045-(2053).

DOI: 10.1109/infcom.2007.237

[4] Feng T, Wang C, Zhang W, et al. Confidentiality protection for distributed sensor data aggregation[C] Proc of IEEE INFOCOM. IEEE Press, 2008: 56-60.

DOI: 10.1109/infocom.2008.20