Applying intrusion detection systems to wireless sensor networks
Abstract
is a mature area in wired networks, and has also attracted many attentions in wireless ad hoc networks recently. Nevertheless, there is no previous work reported in the literature about IDS architectures in wireless sensor networks. In this paper, we discuss the general guidelines for applying IDS to static sensor networks, and introduce a novel technique to optimally watch over the communications of the sensors ’ neighborhood on certain scenarios.
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The C4.5, ID3, and CART algorithms are among the well-known decision tree algorithms used for intrusion detection.
“The C4.5 algorithm [200], the ID3 algorithm [199], and the CART algorithm [55] are among the well-known decision tree algorithms used for intrusion detection.”
From Comparative Analysis of Intrusion Detection Systems and Machine Learning Based Model Analysis through Decision Tree (2023) · cites this paper as [199]
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Azam, Z., Islam, M. M., & Huda, M. N. (2023) · IEEE Access · doi:10.1109/access.2023.3296444 · Cited by 265 · see citing works
- Authors
- Roman, R., Zhou, J., & Lopez, J.
- Affiliations
- Institute for Infocomm Research (SG)
- ORCID
- Jianying Zhou
- Venue
- CCNC 2006. 2006 3rd IEEE Consumer Communications and Networking Conference, 2006.
- Publisher
- IEEE
- Published
- 2006-02-15
- Volume
- 1
- Pages
- 640-644
- ISSN
- 2331-9852 (ISSN-L)
- OpenAlex
- W2111912359
- Cited by
- 231
- References
- 21
- Citations by year
- 2025: 1 · 2024: 2 · 2023: 4 · 2022: 3 · 2021: 6 · 2020: 9 · 2019: 7 · 2018: 12 · 2017: 14 · 2016: 16 · 2015: 13 · 2014: 18 · 2013: 26 · 2012: 18
- FWCI
- 11.88
- Type
- conference paper
- Language
- en
- Open access
- closed
- Locations
- IEEE Consumer Communications and Networking Conference (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Computer Networks and Communications › Security in Wireless Sensor Networks
- Physical Sciences › Computer Science › Computer Networks and Communications › Network Security and Intrusion Detection
- Physical Sciences › Engineering › Control and Systems Engineering › Smart Grid Security and Resilience
- Keywords
- intrusion detection systems, wireless sensor networks, IDS architecture, static sensor networks, wireless ad hoc networks, network security
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