Fast intrusion detection system based on flexible neural tree

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F10%3A86085135" target="_blank" >RIV/61989100:27240/10:86085135 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1109/ISIAS.2010.5604057" target="_blank" >http://dx.doi.org/10.1109/ISIAS.2010.5604057</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/ISIAS.2010.5604057" target="_blank" >10.1109/ISIAS.2010.5604057</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Fast intrusion detection system based on flexible neural tree

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Fast intrusion detection system based on flexible neural tree

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

<a href="/cs/project/FR-TI1%2F420" target="_blank" >FR-TI1/420: *Integrovaný softwarový systém pro optimalizaci řízení technologických procesů a predikci kvality produkce velkých technologických celků využívající pokročilé matematické metody, modelování a umělou inteligenci</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2010

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

2010 6th International Conference on Information Assurance and Security, IAS 2010

ISBN

978-1-4244-7408-0

ISSN

—

e-ISSN

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Počet stran výsledku

6

Strana od-do

106-111

Název nakladatele

IEEE

Místo vydání

New York

Místo konání akce

Atlanta

Datum konání akce

23. 8. 2010

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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