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Open AccessArticle

A Protocol Layer Trust-Based Intrusion Detection Scheme for Wireless Sensor Networks

1
School of Electronic Science and Engineering, National University of Defense Technology, Changsha 410073, China
2
Department of Electrical and Computer Engineering, University of Calgary, Calgary, AB T2N 1N4, Canada
*
Author to whom correspondence should be addressed.
Academic Editors: Jaime Lloret Mauri and Guangjie Han
Sensors 2017, 17(6), 1227; https://doi.org/10.3390/s17061227
Received: 29 March 2017 / Revised: 12 May 2017 / Accepted: 24 May 2017 / Published: 27 May 2017
(This article belongs to the Special Issue Smart Communication Protocols and Algorithms for Sensor Networks)
This article proposes a protocol layer trust-based intrusion detection scheme for wireless sensor networks. Unlike existing work, the trust value of a sensor node is evaluated according to the deviations of key parameters at each protocol layer considering the attacks initiated at different protocol layers will inevitably have impacts on the parameters of the corresponding protocol layers. For simplicity, the paper mainly considers three aspects of trustworthiness, namely physical layer trust, media access control layer trust and network layer trust. The per-layer trust metrics are then combined to determine the overall trust metric of a sensor node. The performance of the proposed intrusion detection mechanism is then analyzed using the t-distribution to derive analytical results of false positive and false negative probabilities. Numerical analytical results, validated by simulation results, are presented in different attack scenarios. It is shown that the proposed protocol layer trust-based intrusion detection scheme outperforms a state-of-the-art scheme in terms of detection probability and false probability, demonstrating its usefulness for detecting cross-layer attacks. View Full-Text
Keywords: protocol layer; intrusion detection; wireless sensor networks protocol layer; intrusion detection; wireless sensor networks
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Wang, J.; Jiang, S.; Fapojuwo, A.O. A Protocol Layer Trust-Based Intrusion Detection Scheme for Wireless Sensor Networks. Sensors 2017, 17, 1227.

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