About: Fast intrusion detection system based on flexible neural tree

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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	Computer security is very important in these days. Computers are used probably in any industry and their protection against attacks is very important task. The protection usually consist in several levels. The first level is preventions. Intrusion detection system (IDS) may be used as next level. IDS is useful in detection of intrusions, but also in monitoring of security issues and the traffic. This paper present IDS based on Flexible Neural Trees. Flexible neural tree is hierarchical neural network, which is automatically created using evolutionary algorithms to solving of defined problem. This is very important, because it is not necessary to set the structure and the weights of neural networks prior the problem is solved. The accuracy of proposed technique is always above 98% and the speed of decision making process enable its using in real-time applications. 2010 IEEE. 2010 IEEE. Computer security is very important in these days. Computers are used probably in any industry and their protection against attacks is very important task. The protection usually consist in several levels. The first level is preventions. Intrusion detection system (IDS) may be used as next level. IDS is useful in detection of intrusions, but also in monitoring of security issues and the traffic. This paper present IDS based on Flexible Neural Trees. Flexible neural tree is hierarchical neural network, which is automatically created using evolutionary algorithms to solving of defined problem. This is very important, because it is not necessary to set the structure and the weights of neural networks prior the problem is solved. The accuracy of proposed technique is always above 98% and the speed of decision making process enable its using in real-time applications. 2010 IEEE. 2010 IEEE. (en)
Title	Fast intrusion detection system based on flexible neural tree Fast intrusion detection system based on flexible neural tree (en)
skos:prefLabel	Fast intrusion detection system based on flexible neural tree Fast intrusion detection system based on flexible neural tree (en)
skos:notation	RIV/61989100:27240/10:86085135!RIV13-MSM-27240___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(FR-TI1/420), S
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Snášel, Václav Platoš, Jan Novosád, Tomáš Abraham Padath, Ajith
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	Vysoká škola báňská - Technická univerzita Ostrava / Fakulta elektrotechniky a informatiky
http://linked.open...dnocenehoVysledku	258829
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/10:86085135
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Real-time classification; Intrusion detection; Genetic algorithm; Flexible neural tree (en)
http://linked.open.../riv/klicoveSlovo	Intrusion detection Genetic algorithm Flexible neural tree Real-time classification
http://linked.open...ontrolniKodProRIV	[5553AE86D994]
http://linked.open...v/mistoKonaniAkce	Atlanta
http://linked.open...i/riv/mistoVydani	New York
http://linked.open...i/riv/nazevZdroje	2010 6th International Conference on Information Assurance and Security, IAS 2010
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	*Integrovaný softwarový systém pro optimalizaci řízení technologických procesů a predikci kvality produkce velkých technologických celků využívající pokročilé matematické metody, modelování a umělou inteligenci
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Abraham Padath, Ajith Platoš, Jan Snášel, Václav Novosád, Tomáš
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2010-08-23 (xsd:date)
number of pages	6 (xsd:int)
http://bibframe.org/vocab/doi	10.1109/ISIAS.2010.5604057
http://purl.org/ne...btex#hasPublisher	IEEE
https://schema.org/isbn	978-1-4244-7408-0
http://localhost/t...ganizacniJednotka	27240
is http://linked.open...avai/riv/vysledek of	Fast intrusion detection system based on flexible neural tree

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