Cross-layer based intrusion detection system for wireless sensor networks: challenges, solutions, and future directions

Nordin, Noradila and Mohd Pozi, Muhammad Syafiq (2024) Cross-layer based intrusion detection system for wireless sensor networks: challenges, solutions, and future directions. In: Computing and Informatics 9th International Conference, ICOCI 2023, Kuala Lumpur, Malaysia, September 13–14, 2023, revised selected papers, part I. Communications in Computer and Information Science, 2001 . Springer, Singapore, pp. 108-121. ISBN 9789819995899

Creators:
Nordin, Noradila and Mohd Pozi, Muhammad Syafiq
Description/Abstract:

Wireless Sensor Networks (WSNs) consist of numerous affordable, energy-efficient, compact wireless sensors. These sensors are designed to collect, process, and communicate data from their surrounding environment. Several energy-efficient protocols have been created specifically for WSNs to optimize data transfer rates and prolong network lifespan. Multi-channel protocols in WSN are one of the ways to optimize efficiency and enable seamless communication between nodes, thereby reducing interference and minimizing packet loss through multiple channels. Despite their numerous advantages in data sensing and monitoring, various attacks can pose a threat to a WSN. There are several types of attacks that a WSN may encounter, including spoofing, eavesdropping, jamming, sinkhole attacks, wormhole attacks, black hole attacks, Sybil attacks, and DoS attacks. One of the strategies for enhancing security in WSNs is implementing a cross-layer intrusion detection system (IDS) that can detect initial indicators of attacks that target vulnerabilities across multiple WSN layers. This paper reviews the existing IDS at each layer and the challenges in an energy-efficient cross-layer IDS for WSN in terms of the attacks and IDS approaches.

Item Type:
Book Section
Official URL:
https://link.springer.com/chapter/10.1007/978-981-...
Date:
26 January 2024
Identification Number:
10.1007/978-981-99-9589-9_9
Additional Information:

Included in the following conference series: ICOCI: International Conference on Computing and Informatics.

Schools:
School of Games & Creative Technology
Depositing User:
Noradila Nordin
Date Deposited:
20 Feb 2025 13:57
Last Modified:
20 Feb 2025 15:53
Nordin, Noradila:
ORCID iD: https://orcid.org/0000-0002-5354-9780
Mohd Pozi, Muhammad Syafiq:
ORCID iD: https://orcid.org/0000-0001-9379-7351
URI:
https://research.uca.ac.uk/id/eprint/6615

Actions (login required)

Edit View Edit View
University Staff: Request a correction | UCA Research Online Editors: Update this record