About: CAMNEP: An intrusion detection system for high-speed networks

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The presented research aims to detect malicious traffic in high speed networks by means of correlated anomaly detection methods. In order to acquire the real-time traffic statistics in NetFlow format, we deploy transparent inline probes based on FPGA elements. They provide traffic statistics to the agent-based detection layer, where each agent uses a specific anomaly detection method to detect anomalies and describe the flows in its extended trust model. The agents share the anomaly assessments of individual network flows that are used as an input for the agents trust models. The trustfulness values of individual flows from all agents are combined to estimate their maliciousness. The estimate of trust is subsequently used to filter out the most significant events that are reported to network operators for further analysis. The presented research aims to detect malicious traffic in high speed networks by means of correlated anomaly detection methods. In order to acquire the real-time traffic statistics in NetFlow format, we deploy transparent inline probes based on FPGA elements. They provide traffic statistics to the agent-based detection layer, where each agent uses a specific anomaly detection method to detect anomalies and describe the flows in its extended trust model. The agents share the anomaly assessments of individual network flows that are used as an input for the agents trust models. The trustfulness values of individual flows from all agents are combined to estimate their maliciousness. The estimate of trust is subsequently used to filter out the most significant events that are reported to network operators for further analysis. (en)
Title	CAMNEP: An intrusion detection system for high-speed networks CAMNEP: An intrusion detection system for high-speed networks (en)
skos:prefLabel	CAMNEP: An intrusion detection system for high-speed networks CAMNEP: An intrusion detection system for high-speed networks (en)
skos:notation	RIV/00216224:14330/08:00033418!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...iv/cisloPeriodika	5
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Čeleda, Pavel Krmíček, Vojtěch
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 / Fakulta informatiky
http://linked.open...dnocenehoVysledku	358758
http://linked.open...ai/riv/idVysledku	RIV/00216224:14330/08:00033418
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	intrusion detection network; behavior analysis; multi-agent system; trust; anomaly detection (en)
http://linked.open.../riv/klicoveSlovo	behavior analysis multi-agent system anomaly detection trust intrusion detection network
http://linked.open...odStatuVydavatele	JP - Japonsko
http://linked.open...ontrolniKodProRIV	[582FC8E9E6A6]
http://linked.open...i/riv/nazevZdroje	Progress in Informatics
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...v/svazekPeriodika	2008
http://linked.open...iv/tvurceVysledku	Pěchouček, Michal Čeleda, Pavel Krmíček, Vojtěch Bartoš, Karel Grill, Martin Rehák, Martin
http://linked.open...n/vavai/riv/zamer	Decision Making and Control for Manufacturing III
issn	1349-8614
number of pages	10 (xsd:int)
http://localhost/t...ganizacniJednotka	14330
is http://linked.open...avai/riv/vysledek of	CAMNEP: An intrusion detection system for high-speed networks CAMNEP: An intrusion detection system for high-speed networks CAMNEP: An intrusion detection system for high-speed networks

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