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@inproceedings{767725,
author = {Rehák, Martin and Pěchouček, Michal and Čeleda, Pavel and Krmíček, Vojtěch and Bartoš, Karel and Grill, Martin},
address = {Estoril},
booktitle = {Proceedings of the 7th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008) - Industrial and Applications Track},
edition = {1},
keywords = {trust; intrusion detection; network behavior analysis},
language = {eng},
location = {Estoril},
isbn = {978-0-9817381-3-0},
pages = {1695-1696},
publisher = {Inesc-Id},
title = {Multi-Agent Approach to Network Intrusion Detection (Demo Paper)},
url = {http://www.ifmas.org/Proceedings/aamas08/proceedings/pdf/demo/AAMAS08_demo18.pdf},
year = {2008}
}
TY - JOUR
ID - 767725
AU - Rehák, Martin - Pěchouček, Michal - Čeleda, Pavel - Krmíček, Vojtěch - Bartoš, Karel - Grill, Martin
PY - 2008
TI - Multi-Agent Approach to Network Intrusion Detection (Demo Paper)
PB - Inesc-Id
CY - Estoril
SN - 9780981738130
KW - trust
KW - intrusion detection
KW - network behavior analysis
UR - http://www.ifmas.org/Proceedings/aamas08/proceedings/pdf/demo/AAMAS08_demo18.pdf
N2 - Our demo presents an agent-based intrusion detection system designed for deployment on high-speed backbone networks. The major contribution of the system is the integration of several anomaly detection techniques by means of collective trust modeling within a group of collaborative detection agents, each featuring a specific detection algorithm. The principal role of anomalies is to provide the input into the trust modeling stage of the detection, where each agent determines the flow trustfulness from aggregated anomalies. The aggregation is performed by extended trust models that model the trustfulness of generalized situated identities, represented by a set of observable features. The system is based on traffic statistics in NetFlow format acquired by dedicated hardware-accelerated network cards, and is able to perform a real-time surveillance of the gigabit networks.
ER -
REHÁK, Martin, Michal PĚCHOUČEK, Pavel ČELEDA, Vojtěch KRMÍČEK, Karel BARTOŠ and Martin GRILL. Multi-Agent Approach to Network Intrusion Detection (Demo Paper). In \textit{Proceedings of the 7th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008) - Industrial and Applications Track}. 1st ed. Estoril: Inesc-Id, 2008, p.~1695-1696. ISBN~978-0-9817381-3-0.
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