About: Adaptive Multiagent System for Network Traffic Monitoring

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	An application of agent-based data mining for near-real time detection of attacks against the computer networks and connected hosts is based on processing network traffic statistics provided by high-speed network monitoring cards and using a set of known anomaly-detection techniques to identify the anomalous behavior. The individual anomaly-detection methods have relatively high error rates that make them unfit for most practical deployments. Using the agent-based trust modeling technique, the Camnep system fuses the data provided by anomaly-detection methods and progressively builds a better classification with an acceptable error rate. The system uses agent-based self-adaptation techniques to dynamically align its structure with the changes in network traffic structure and attacks. An application of agent-based data mining for near-real time detection of attacks against the computer networks and connected hosts is based on processing network traffic statistics provided by high-speed network monitoring cards and using a set of known anomaly-detection techniques to identify the anomalous behavior. The individual anomaly-detection methods have relatively high error rates that make them unfit for most practical deployments. Using the agent-based trust modeling technique, the Camnep system fuses the data provided by anomaly-detection methods and progressively builds a better classification with an acceptable error rate. The system uses agent-based self-adaptation techniques to dynamically align its structure with the changes in network traffic structure and attacks. (en)
Title	Adaptive Multiagent System for Network Traffic Monitoring Adaptive Multiagent System for Network Traffic Monitoring (en)
skos:prefLabel	Adaptive Multiagent System for Network Traffic Monitoring Adaptive Multiagent System for Network Traffic Monitoring (en)
skos:notation	RIV/00216224:14610/09:00042538!RIV11-MSM-14610___
http://linked.open...avai/riv/aktivita	V Z
http://linked.open...avai/riv/aktivity	V, Z(MSM6383917201), Z(MSM6840770038)
http://linked.open...iv/cisloPeriodika	3
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Čeleda, Pavel
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Masarykova univerzita / Ústav výpočetní techniky
http://linked.open...dnocenehoVysledku	301925
http://linked.open...ai/riv/idVysledku	RIV/00216224:14610/09:00042538
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	network intrusion detection; data mining; multiagent systems; trust (en)
http://linked.open.../riv/klicoveSlovo	data mining network intrusion detection multiagent systems trust
http://linked.open...odStatuVydavatele	US - Spojené státy americké
http://linked.open...ontrolniKodProRIV	[7C3BFF3571A9]
http://linked.open...i/riv/nazevZdroje	IEEE Intelligent Systems
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	6 (xsd:int)
http://linked.open...UplatneniVysledku	2009
http://linked.open...v/svazekPeriodika	24
http://linked.open...iv/tvurceVysledku	Pěchouček, Michal Čeleda, Pavel Bartoš, Karel Grill, Martin Rehák, Martin Stiborek, Jan
http://linked.open...ain/vavai/riv/wos	000266330000006
http://linked.open...n/vavai/riv/zamer	Decision Making and Control for Manufacturing III Optical National Research Network and Its New Applications
issn	1541-1672
number of pages	10 (xsd:int)
http://localhost/t...ganizacniJednotka	14610
is http://linked.open...avai/riv/vysledek of	Adaptive Multiagent System for Network Traffic Monitoring Adaptive Multiagent System for Network Traffic Monitoring Adaptive Multiagent System for Network Traffic Monitoring

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