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Two-Hop Monitoring Mechanism Based on Relaxed Flow Conservation Constraints against Selective Routing Attacks in Wireless Sensor Networks

Derhab, Abdelouahid; Bouras, Abdelghani; Belaoued, Mohamed; Maglaras, Leandros; Khan, Farrukh Aslam

Authors

Abdelouahid Derhab

Abdelghani Bouras

Mohamed Belaoued

Farrukh Aslam Khan



Abstract

In this paper, we investigate the problem of selective routing attack in wireless sensor networks by considering a novel threat, named the upstream-node effect, which limits the accuracy of the monitoring functions in deciding whether a monitored node is legitimate or malicious. To address this limitation, we propose a one-dimensional one-class classifier, named relaxed flow conservation constraint, as an intrusion detection scheme to counter the upstream node attack. Each node uses four types of relaxed flow conservation constraints to monitor all of its neighbors. Three constraints are applied by using one-hop knowledge, and the fourth one is calculated by monitoring two-hop information. The latter is obtained by proposing two-hop energy-efficient and secure reporting scheme. We theoretically analyze the security and performance of the proposed intrusion detection method. We also show the superiority of relaxed flow conservation constraint in defending against upstream node attack compared to other schemes. The simulation results show that the proposed intrusion detection system achieves good results in terms of detection effectiveness.

Journal Article Type Article
Acceptance Date Oct 21, 2020
Online Publication Date Oct 27, 2020
Publication Date 2020
Deposit Date Jan 6, 2023
Publicly Available Date Jan 9, 2023
Journal Sensors
Publisher MDPI
Peer Reviewed Peer Reviewed
Volume 20
Issue 21
Article Number 6106
DOI https://doi.org/10.3390/s20216106
Keywords intrusion detection system; wireless sensor network; selective routing attack; two-hop monitoring; relaxed flow conservation constraint
Public URL http://researchrepository.napier.ac.uk/Output/2969398

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