Intrusion detection and prevention in wireless sensor networks

Due to the inherent features and weaknesses of Wireless Sensor Networks (WSNs) and the specific threats that target them, there have been many specially designed security protocols and mechanisms, such as Intrusion Detection Systems (IDSs), where correctness and energy efficiency are of vital import...

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Main Authors: Abduvaliyev, Abror, Pathan, Al-Sakib Khan, Zhou, Jianying, Roman, Rodrigo, Wong, Wai-Choong
Format: Book Chapter
Language:English
Published: CRC Press 2013
Subjects:
Online Access:http://irep.iium.edu.my/23843/
http://irep.iium.edu.my/23843/7/Chapter_17.pdf
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author Abduvaliyev, Abror
Pathan, Al-Sakib Khan
Zhou, Jianying
Roman, Rodrigo
Wong, Wai-Choong
author_facet Abduvaliyev, Abror
Pathan, Al-Sakib Khan
Zhou, Jianying
Roman, Rodrigo
Wong, Wai-Choong
author_sort Abduvaliyev, Abror
building IIUM Repository
collection Online Access
description Due to the inherent features and weaknesses of Wireless Sensor Networks (WSNs) and the specific threats that target them, there have been many specially designed security protocols and mechanisms, such as Intrusion Detection Systems (IDSs), where correctness and energy efficiency are of vital importance. This chapter surveys recently proposed works on Intrusion Detection Systems in WSNs, and presents a comprehensive classification of various IDS approaches according to their employed detection techniques. The three main categories explored in this chapter are anomaly detection, misuse detection, and specification-based detection protocols. We give a description of existing security attacks in WSNs and the corresponding proposed IDS protocols to tackle those attacks. We analyze the works with respect to network architecture and highlight certain critical shortcomings that IDSs have. In addition, we define future research tracks for IDSs in wireless sensor networks. Though a few restricted survey works on this topic have already been done, we feel that there is a great need of performing a detailed and comprehensive study on the various facets so that the IDS in WSN could be analyzed from all the ‘need-to-know’ angles, thereby benefiting both generalists and specialists.
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spelling iium-238432014-07-04T02:48:52Z http://irep.iium.edu.my/23843/ Intrusion detection and prevention in wireless sensor networks Abduvaliyev, Abror Pathan, Al-Sakib Khan Zhou, Jianying Roman, Rodrigo Wong, Wai-Choong QA75 Electronic computers. Computer science Due to the inherent features and weaknesses of Wireless Sensor Networks (WSNs) and the specific threats that target them, there have been many specially designed security protocols and mechanisms, such as Intrusion Detection Systems (IDSs), where correctness and energy efficiency are of vital importance. This chapter surveys recently proposed works on Intrusion Detection Systems in WSNs, and presents a comprehensive classification of various IDS approaches according to their employed detection techniques. The three main categories explored in this chapter are anomaly detection, misuse detection, and specification-based detection protocols. We give a description of existing security attacks in WSNs and the corresponding proposed IDS protocols to tackle those attacks. We analyze the works with respect to network architecture and highlight certain critical shortcomings that IDSs have. In addition, we define future research tracks for IDSs in wireless sensor networks. Though a few restricted survey works on this topic have already been done, we feel that there is a great need of performing a detailed and comprehensive study on the various facets so that the IDS in WSN could be analyzed from all the ‘need-to-know’ angles, thereby benefiting both generalists and specialists. CRC Press 2013 Book Chapter PeerReviewed application/pdf en http://irep.iium.edu.my/23843/7/Chapter_17.pdf Abduvaliyev, Abror and Pathan, Al-Sakib Khan and Zhou, Jianying and Roman, Rodrigo and Wong, Wai-Choong (2013) Intrusion detection and prevention in wireless sensor networks. In: Wireless Sensor Networks: Current Status and Future Trends. CRC Press, New York, USA, pp. 487-510. ISBN 9781466506060 (Hardback) http://www.crcpress.com/product/isbn/9781466506060;jsessionid=SxoajwBj10Ab9hvyQJ-hKw__.37626dd5-d89a-32c1-aef8-5f166039641c
spellingShingle QA75 Electronic computers. Computer science
Abduvaliyev, Abror
Pathan, Al-Sakib Khan
Zhou, Jianying
Roman, Rodrigo
Wong, Wai-Choong
Intrusion detection and prevention in wireless sensor networks
title Intrusion detection and prevention in wireless sensor networks
title_full Intrusion detection and prevention in wireless sensor networks
title_fullStr Intrusion detection and prevention in wireless sensor networks
title_full_unstemmed Intrusion detection and prevention in wireless sensor networks
title_short Intrusion detection and prevention in wireless sensor networks
title_sort intrusion detection and prevention in wireless sensor networks
topic QA75 Electronic computers. Computer science
url http://irep.iium.edu.my/23843/
http://irep.iium.edu.my/23843/
http://irep.iium.edu.my/23843/7/Chapter_17.pdf