About: Collaborative Attack Detection in High-Speed Networks

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	We present a multi-agent system designed to detect malicious traffic in high-speed networks. In order to match the performance requirements related to the traffic volume, the network traffic data is acquired by hardware accelerated probes in NetFlow format and preprocessed before processing by the detection agent. The proposed detection algorithm is based on extension of trust modeling techniques with representation of uncertain identities, context representation and implicit assumption that significant traffic anomalies are a result of potentially malicious action. In order to model the traffic, each of the cooperating agents uses an existing anomaly detection method, that are then correlated using a reputation mechanism. The output of the detection layer is presented to operator by a dedicated analyst interface agent, which retrieves additional information to facilitate incident analysis. We present a multi-agent system designed to detect malicious traffic in high-speed networks. In order to match the performance requirements related to the traffic volume, the network traffic data is acquired by hardware accelerated probes in NetFlow format and preprocessed before processing by the detection agent. The proposed detection algorithm is based on extension of trust modeling techniques with representation of uncertain identities, context representation and implicit assumption that significant traffic anomalies are a result of potentially malicious action. In order to model the traffic, each of the cooperating agents uses an existing anomaly detection method, that are then correlated using a reputation mechanism. The output of the detection layer is presented to operator by a dedicated analyst interface agent, which retrieves additional information to facilitate incident analysis. (en)
Title	Collaborative Attack Detection in High-Speed Networks Collaborative Attack Detection in High-Speed Networks (en)
skos:prefLabel	Collaborative Attack Detection in High-Speed Networks Collaborative Attack Detection in High-Speed Networks (en)
skos:notation	RIV/00216224:14330/07:00041655!RIV11-MSM-14330___
http://linked.open...avai/riv/aktivita	P V Z
http://linked.open...avai/riv/aktivity	P(1M0567), V, Z(MSM6840770038)
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Minařík, Pavel 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	414088
http://linked.open...ai/riv/idVysledku	RIV/00216224:14330/07:00041655
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	multi-agent systems; attack detection; high-speed networks (en)
http://linked.open.../riv/klicoveSlovo	attack detection multi-agent systems high-speed networks
http://linked.open...ontrolniKodProRIV	[B141B7FB7E4A]
http://linked.open...v/mistoKonaniAkce	Berlin
http://linked.open...i/riv/mistoVydani	Berlin
http://linked.open...i/riv/nazevZdroje	Multi-Agent Systems and Applications V
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	6 (xsd:int)
http://linked.open...vavai/riv/projekt	Centre for Applied Cybernetics
http://linked.open...UplatneniVysledku	2007
http://linked.open...iv/tvurceVysledku	Minařík, Pavel Pěchouček, Michal Čeleda, Pavel Krmíček, Vojtěch Rehák, Martin Medvigy, David
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000250900900008
http://linked.open.../riv/zahajeniAkce	2007-01-01 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Decision Making and Control for Manufacturing III
issn	0302-9743
number of pages	10 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Springer-Verlag. (Berlin; Heidelberg)
https://schema.org/isbn	978-3-540-75253-0
http://localhost/t...ganizacniJednotka	14330
is http://linked.open...avai/riv/vysledek of	Collaborative Attack Detection in High-Speed Networks Collaborative Attack Detection in High-Speed Networks

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