About: Collaborative Approach to Network Behavior Analysis

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	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. 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. (en)
Title	Collaborative Approach to Network Behavior Analysis Collaborative Approach to Network Behavior Analysis (en)
skos:prefLabel	Collaborative Approach to Network Behavior Analysis Collaborative Approach to Network Behavior Analysis (en)
skos:notation	RIV/00216224:14330/08:00033712!RIV11-MSM-14330___
http://linked.open...avai/riv/aktivita	P V Z
http://linked.open...avai/riv/aktivity	P(1M0567), V, Z(MSM6383917201), Z(MSM6840770038)
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Čeleda, Pavel Krmíček, Vojtěch
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Masarykova univerzita / Fakulta informatiky
http://linked.open...dnocenehoVysledku	360346
http://linked.open...ai/riv/idVysledku	RIV/00216224:14330/08:00033712
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	network behavior analysis; network intrusion detection; collaborative approach (en)
http://linked.open.../riv/klicoveSlovo	network behavior analysis network intrusion detection collaborative approach
http://linked.open...ontrolniKodProRIV	[E5FED183E844]
http://linked.open...v/mistoKonaniAkce	Londýb
http://linked.open...i/riv/mistoVydani	Berlín
http://linked.open...i/riv/nazevZdroje	Global E-Security
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	6 (xsd:int)
http://linked.open...vavai/riv/projekt	Centre for Applied Cybernetics
http://linked.open...UplatneniVysledku	2008
http://linked.open...iv/tvurceVysledku	Pěchouček, Michal Čeleda, Pavel Krmíček, Vojtěch Bartoš, Karel Grill, Martin Rehák, Martin
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000259141100019
http://linked.open.../riv/zahajeniAkce	2008-06-23 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Decision Making and Control for Manufacturing III Optical National Research Network and Its New Applications
issn	1865-0929
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	978-3-540-69402-1
http://localhost/t...ganizacniJednotka	14330
is http://linked.open...avai/riv/vysledek of	Collaborative Approach to Network Behavior Analysis Collaborative Approach to Network Behavior Analysis Collaborative Approach to Network Behavior Analysis

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