Intrusion Detection for Routing Attacks in Sensor Networks
In: International Journal of Distributed Sensor Networks, Jg. 2 (2006), Heft 4, S. 313-332
Online
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Zugriff:
Security is a critical challenge for creating robust and reliable sensor networks. For example, routing attacks have the ability to disconnect a sensor network from its central base station. In this paper, we present a method for intrusion detection in wireless sensor networks. Our intrusion detection scheme uses a clustering algorithm to build a model of normal traffic behavior, and then uses this model of normal traffic to detect abnormal traffic patterns. A key advantage of our approach is that it is able to detect attacks that have not previously been seen. Moreover, our detection scheme is based on a set of traffic features that can potentially be applied to a wide range of routing attacks. In order to evaluate our intrusion detection scheme, we have extended a sensor network simulator to generate routing attacks in wireless sensor networks. We demonstrate that our intrusion detection scheme is able to achieve high detection accuracy with a low false positive rate for a variety of simulated routing attacks.
Titel: |
Intrusion Detection for Routing Attacks in Sensor Networks
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Autor/in / Beteiligte Person: | Mun Yong Ng ; Leckie, Christopher ; Palaniswami, Marimuthu ; Chong Eik Loo |
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Zeitschrift: | International Journal of Distributed Sensor Networks, Jg. 2 (2006), Heft 4, S. 313-332 |
Veröffentlichung: | SAGE Publications, 2006 |
Medientyp: | unknown |
ISSN: | 1550-1477 (print) |
DOI: | 10.1080/15501320600692044 |
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