Energy trust system for detecting sybil attack in clustered wireless sensor networks

Noor Alsaedi, F. Hashim, A. Sali
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引用次数: 17

Abstract

Wireless Sensor Network (WSN) is an emerging technology that offers great promise for various applications. The sensing capabilities combined with relatively small processing power and wireless communication makes it one of the main technologies to be exploited in the future. Despite its attractive features, WSN is vulnerable to various security attacks. The constraints of WSN such as limited energy and memory make the security problem even more critical. One of the security issues of WSN is it is susceptible to sybil attack. In this attack, the adversary forges multiple entities to disrupt the entire network. This paper addresses the problem by developing a lightweight trust system using energy as a metric parameter for a hierarchical WSN. The performance evaluation of this system shows efficiency and scalability for detecting sybil attacks in terms of true and false positive detection in a heterogeneous WSN. Furthermore, this system reduces the communication overhead in the network by cancelling feedback and recommendations among sensor nodes (SNs).
集群无线传感器网络中检测sybil攻击的能量信任系统
无线传感器网络(WSN)是一项新兴技术,具有广阔的应用前景。传感能力与相对较小的处理能力和无线通信相结合,使其成为未来开发的主要技术之一。尽管无线传感器网络具有许多吸引人的特性,但它也容易受到各种安全攻击。无线传感器网络有限的能量和内存等限制使得其安全问题更加严峻。无线传感器网络的安全问题之一是容易受到网络攻击。在这种攻击中,攻击者伪造多个实体来破坏整个网络。本文通过开发一种轻量级信任系统来解决这个问题,该系统使用能量作为分层WSN的度量参数。从异构WSN的真阳性检测和假阳性检测两方面对该系统进行了性能评估,证明了该系统检测符号攻击的有效性和可扩展性。此外,该系统通过取消传感器节点(SNs)之间的反馈和推荐,减少了网络中的通信开销。
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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