A Fog Computing Based System for Selective Forwarding Detection in Mobile Wireless Sensor Networks

Qussai M. Yaseen, Firas AlBalas, Y. Jararweh, M. Al-Ayyoub
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引用次数: 54

Abstract

Intrusions detection is one of the major issues that worry organizations in wireless sensor networks (WSNs). Many researchers have dealt with this problem and have proposed many methods for detecting different kinds of intrusions such as selective forwarding, which is a serious attack that may obstruct communications in WSNs. However, as the applications of mobile computing, vehicular networks, and internet of things (IoT) are spreading immensely, selective forwarding detection in Mobile Wireless Sensor Networks (MWSNs) has become a key demand. This paper introduces the problem of selective forwarding in MWSNs, and discusses how available techniques for mitigation this problem in WSNs are not applicable in handling the problem in MWSNs due to sensors mobility. Therefore, the paper proposes a model that provides a global monitoring capability for tracing moving sensors and detecting malicious ones. The model leverages the infrastructure of Fog Computing to achieve this purpose. Furthermore, the paper provides a complete algorithm, a comprehensive discussion and experiments that show the correctness and importance of the proposed approach.
基于雾计算的移动无线传感器网络选择性转发检测系统
入侵检测是困扰无线传感器网络(WSNs)组织的主要问题之一。针对这一问题,许多研究者提出了许多检测不同类型入侵的方法,如选择性转发,选择性转发是一种严重的干扰无线传感器网络通信的攻击。然而,随着移动计算、车载网络和物联网(IoT)应用的不断普及,移动无线传感器网络(mwsn)的选择性转发检测已成为一个关键需求。本文介绍了多传感器无线传感器网络中的选择性转发问题,并讨论了由于传感器的移动性,现有的缓解该问题的技术如何不适用于多传感器无线传感器网络。因此,本文提出了一种模型,该模型提供了跟踪移动传感器和检测恶意传感器的全局监控能力。该模型利用雾计算的基础设施来实现这一目的。此外,本文还提供了一个完整的算法,进行了全面的讨论和实验,证明了所提出方法的正确性和重要性。
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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