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@inproceedings{904675,
author = {Stetsko, Andriy and Folkman, Lukáš and Matyáš, Václav},
address = {Los Alamitos (CA, USA)},
booktitle = {ICWMC 2010: The Sixth International Conference on Wireless and Mobile Communications},
keywords = {intrusion detection system;neighbor-based detection technique;wireless sensor network},
howpublished = {elektronická verze "online"},
language = {eng},
location = {Los Alamitos (CA, USA)},
isbn = {978-0-7695-4182-2},
pages = {420-425},
publisher = {IEEE Computer Society},
title = {Neighbor-based Intrusion Detection for Wireless Sensor Networks},
year = {2010}
}
TY - JOUR
ID - 904675
AU - Stetsko, Andriy - Folkman, Lukáš - Matyáš, Václav
PY - 2010
TI - Neighbor-based Intrusion Detection for Wireless Sensor Networks
PB - IEEE Computer Society
CY - Los Alamitos (CA, USA)
SN - 9780769541822
KW - intrusion detection system;neighbor-based detection technique;wireless sensor network
N2 - The neighbor-based detection technique explores the principle that sensor nodes situated spatially close to each other tend to have a similar behavior. A node is considered malicious if its behavior significantly differs from its neighbors. This detection technique is localized, unsupervised and adapts to changing network dynamics. Although the technique is promising, it has not been deeply researched in the context of wireless sensor networks yet. In this paper, we present symptoms which can be used in the neighbor-based technique for detection of selective forwarding, jamming and hello flood attacks. We implemented an intrusion detection system which employs the neighbor-based detection technique. The system was designed for and works on the TinyOS operating system running the Collection Tree Protocol. We evaluated accuracy of the technique in the detection of selective forwarding, jamming and hello flood attacks. The results show that the neighbor-based detection technique is highly accurate.
ER -
STETSKO, Andriy, Lukáš FOLKMAN a Václav MATYÁŠ. Neighbor-based Intrusion Detection for Wireless Sensor Networks. Online. In \textit{ICWMC 2010: The Sixth International Conference on Wireless and Mobile Communications}. Los Alamitos (CA, USA): IEEE Computer Society, 2010, s.~420-425. ISBN~978-0-7695-4182-2.
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