基于数据和聚合的无线传感器网络安全分析

Maravarman Manoharan, S. Babu, R. Pitchai
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引用次数: 0

摘要

在无线传感器网络(WSNs)中,由于数据在自由空间中传输,通信信号具有很高的可用性,因此数据安全至关重要。从被动窃听到主动窥探的各种攻击在这些网络中更为常见。本文提出了一种基于改进的RSA (Rivest-Shamir-Adleman)和Diffie-Hellman (DH)密钥交换算法(IRSA-DH)的数据加密的安全数据传输方法。为此,采用基于自适应距离的聚类分层(ADAH)聚类方法。然后使用改进的基于权重的降雨优化(IWRO)选择簇头(CH),以提高网络的寿命。本研究旨在设计一种安全的无线传感器网络组通信方法。为了生成密钥并将其分发给组,RSA和DH以及密钥交换算法与密钥管理中心(KMC)混合在一起。为了实现用户间的安全通信,研究了密钥交换技术。分析了吞吐量、丢包率(PLR)、包投递率(PDR)、时延、能耗、端到端时延(EED)和网络寿命等性能指标,并与现有方法进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wireless Sensor Network Security Analysis for Data and Aggregation
Data security is critical in wireless sensor networks (WSNs) because communication signals are highly available due to data transmission in free space. Attacks ranging from passive eavesdropping to active snooping are more common on these networks. This paper proposes secure data transfer using data encryption based on the improved Rivest–Shamir–Adleman (RSA) with Diffie–Hellman (DH) key exchange algorithm (IRSA-DH). For this purpose, the adaptive distance-based agglomerative hierarchical (ADAH)-based clustering method is used. Then the cluster head (CH) is selected using the improved weight-based rain optimization (IWRO) to improve the network’s lifespan. This study aims to design a secure group communication method for WSNs. In order to generate and distribute the key to the group, the RSA and DH and key exchange algorithm had been hybridized with the Key Management Center (KMC). For safe communication between users, the key exchange technique is investigated. The performance measures such as throughput, packet loss ratio (PLR), packet delivery ratio (PDR), latency, energy consumption, end-to-end delay (EED) and network lifetime are analyzed and compared with the existing approaches.
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