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An Attack on Privacy Preserving Data Aggregation Protocol for Wireless Sensor Networks

机译:无线数据隐私保护数据聚合协议的攻击   传感器网络

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摘要

In-network data aggregation in Wireless Sensor Networks (WSNs) providesefficient bandwidth utilization and energy-efficient computing.Supportingefficient in-network data aggregation while preserving the privacy of the dataof individual sensor nodes has emerged as an important requirement in numerousWSN applications. For privacy-preserving data aggregation in WSNs, He et al.(INFOCOM 2007) have proposed a Cluster-based Private Data Aggregation (CPDA)that uses a clustering protocol and a well-known key distribution scheme forcomputing an additive aggregation function in a privacy-preserving manner. Inspite of the wide popularity of CPDA, it has been observed that the protocol isnot secure and it is also possible to enhance its efficiency. In this paper, wefirst identify a security vulnerability in the existing CPDA scheme, wherein weshow how a malicious participant node can launch an attack on the privacyprotocol so as to get access to the private data of its neighboring sensornodes. Next it is shown how the existing CPDA scheme can be made more efficientby suitable modification of the protocol. Further, suitable modifications inthe existing protocol have been proposed so as to plug the vulnerability of theprotocol.
机译:无线传感器网络(WSN)中的网络内数据聚合可提供有效的带宽利用率和节能计算。在众多WSN应用中,支持有效的网络内数据聚合并同时保留各个传感器节点数据的隐私性已成为一项重要要求。对于WSN中的保护隐私的数据聚合,He等人(INFOCOM 2007)提出了一种基于集群的私有数据聚合(CPDA),该算法使用聚类协议和众所周知的密钥分发方案来计算隐私中的附加聚合功能。保持方式。尽管CPDA广泛流行,但已观察到该协议并不安全,也有可能提高其效率。在本文中,我们首先确定了现有CPDA方案中的一个安全漏洞,其中我们展示了一个恶意的参与者节点如何对隐私协议发起攻击,以便访问其相邻传感器节点的私有数据。接下来,示出了如何通过适当修改协议来使现有的CPDA方案更有效。此外,已经提出了对现有协议的适当修改,以便插入该协议的漏洞。

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