Preserving Privacy and Assuring Integrity in data aggregation for Wireless Sensor Networks

Rabindra Bista, Myoung-Seon Song, Jae-Woo Chang
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引用次数: 4

Abstract

Many applications require reliable and trustful data aggregation in Wireless Sensor Networks (WSNs). In this paper, we propose a new scheme to achieve data privacy and integrity protection in data aggregation for WSNs, called Preserving Privacy and Assuring Integrity (PPAI) scheme. For this, before data transmission, the PPAI scheme blurs the original sampled data of a sensor node by randomly breaking down the data two times independently into two unequal pieces for each time and combining each of the data pieces with a separate private seed of the sensor node. Through analytical performance evaluations, we show that the PPAI scheme is much more efficient in terms of both communication overhead and data propagation delay than the existing work to achieve data privacy and integrity assurance in data aggregation for WSNs.
无线传感器网络数据聚合中的隐私保护与完整性保障
许多应用都需要在无线传感器网络(WSNs)中实现可靠和可信的数据聚合。在本文中,我们提出了一种新的方案来实现wsn数据聚合中的数据隐私和完整性保护,即保持隐私和保证完整性(PPAI)方案。为此,在数据传输之前,PPAI方案通过将每次独立的两次数据随机分解为两个不相等的数据块,并将每个数据块与传感器节点的单独私有种子组合,从而模糊了传感器节点的原始采样数据。通过分析性能评估,我们表明PPAI方案在通信开销和数据传播延迟方面都比现有的工作更有效,可以实现wsn数据聚合中的数据隐私和完整性保证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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