面向轻量级和完整性保护的无线传感器网络数据聚合方案

Xiaomin Zhao, Jiabin Zhu, Xueli Liang, Shuangshuang Jiang, Q. Chen
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引用次数: 14

摘要

近年来,一些研究采用经典和重量级加密技术来实现无线传感器网络数据聚合中的数据隐私和完整性保护。挑战在于资源约束和部署复杂性之间的平衡。在本研究中,作者提出了一种轻量化和面向完整性保护的无线传感器网络数据聚合方案(LIPDA),该方案具有轻量化、安全、易操作的特点,可以在无线传感器网络数据聚合过程中保护数据的隐私性和完整性。首先,提出了一种基于距离的网络拓扑形成方案,以平衡簇头的能量消耗。然后,由节点的私有因子和原始数据组成一个复数结构。采用加性同态加密方法对复数进行加密,可以实现数据聚合而无需解密。采用基于复杂操作的完整性验证方法,保证了数据的可靠性。理论分析和仿真结果表明,所提出的LIPDA方案能够满足隐私保护的要求。此外,与相关工作相比,LIPDA具有计算量少、流量少、精度高、完整性可验证等优点。
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Lightweight and integrity-protecting oriented data aggregation scheme for wireless sensor networks
In recent years, some research used classical and heavyweight encryption technology to realise data privacy and integrity protection in data aggregation of wireless sensor networks. The challenge is the balance between resource constraints and the complexity of the deployment. In this study, the authors proposed a lightweight and integrity-protecting oriented data aggregation scheme for wireless sensor networks (LIPDA) which has lightweight, secure and easy operability to preserve data privacy and integrity during data aggregation in wireless sensor network. First, a distance-based formation scheme of network topology is presented to balance the energy consumption of cluster heads. Then, a structure of complex number, which composes from the private factor of the nodes and the original data, is composed. The complex number is encrypted by additive homomorphic encryption method, which can realise the data aggregation without any decryption. Also, the reliability of data is ensured by using integrity verification method based on the complex operation. The theoretical analysis and simulation results show that the proposed scheme LIPDA can meet the requirement of privacy protection. Moreover, compared with related work, LIPDA has lower calculation, less traffic, higher accuracy and verifiable completeness.
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