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@inproceedings{773134,
author = {Rehák, Martin and Pěchouček, Michal and Grill, Martin and Bartoš, Karel and Čeleda, Pavel and Krmíček, Vojtěch},
address = {Berlín},
booktitle = {Global E-Security},
keywords = {network behavior analysis; network intrusion detection; collaborative approach},
language = {eng},
location = {Berlín},
isbn = {978-3-540-69402-1},
pages = {153-160},
publisher = {Springer},
title = {Collaborative Approach to Network Behavior Analysis},
year = {2008}
}
TY - JOUR
ID - 773134
AU - Rehák, Martin - Pěchouček, Michal - Grill, Martin - Bartoš, Karel - Čeleda, Pavel - Krmíček, Vojtěch
PY - 2008
TI - Collaborative Approach to Network Behavior Analysis
PB - Springer
CY - Berlín
SN - 9783540694021
KW - network behavior analysis
KW - network intrusion detection
KW - collaborative approach
N2 - Network Behavior Analysis techniques are designed to detect intrusions and other undesirable behavior in computer networks by analyzing the traffic statistics. We present an efficient framework for integration of anomaly detection algorithms working on the identical input data. This framework is based on high-speed network traffic acquisition subsystem and on trust modeling, a well-established set of techniques from the multi-agent system field. Trust-based integration of algorithms results in classification with lower error rate, especially in terms of false positives. The presented framework is suitable for both online and offline processing, and introduces a relatively low computational overhead compared to deployment of isolated anomaly detection algorithms.
ER -
REHÁK, Martin, Michal PĚCHOUČEK, Martin GRILL, Karel BARTOŠ, Pavel ČELEDA a Vojtěch KRMÍČEK. Collaborative Approach to Network Behavior Analysis. In \textit{Global E-Security}. Berlín: Springer, 2008, s.~153-160. ISBN~978-3-540-69402-1.
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