Trust-based Solution for Robust Self-configuration of Distributed Intrusion Detection Systems

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F12%3A00194835" target="_blank" >RIV/68407700:21230/12:00194835 - isvavai.cz</a>

Výsledek na webu

<a href="http://www.booksonline.iospress.nl/Content/View.aspx?piid=31598" target="_blank" >http://www.booksonline.iospress.nl/Content/View.aspx?piid=31598</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.3233/978-1-61499-098-7-121" target="_blank" >10.3233/978-1-61499-098-7-121</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Trust-based Solution for Robust Self-configuration of Distributed Intrusion Detection Systems

Popis výsledku v původním jazyce

Protection of network infrastructures against highly sophisticated network attacks requires an intelligent, robust, and adaptive detection system. We present a distributed model for collaboration of multiple heterogeneous intrusion detection sensors. Theproposed model assumes that each network can be monitored with multiple detection sensors deployed in various locations. The model optimizes behavior of each sensor with respect to other sensors in highly dynamic network environments by using a game-theoretical approach. We propose a general formalization of the problem of distributed collaboration as a game between defenders and attackers and introduce a trust-based solution concept ?-FIRE that is suitable for solving this game in highly dynamic environments, preventing any poisoning or manipulation of the cooperative system by intelligent attackers. According to our experimental evaluation on real network traffic, the proposed model of distributed collaboration shows clear improvemen

Název v anglickém jazyce

Trust-based Solution for Robust Self-configuration of Distributed Intrusion Detection Systems

Popis výsledku anglicky

Protection of network infrastructures against highly sophisticated network attacks requires an intelligent, robust, and adaptive detection system. We present a distributed model for collaboration of multiple heterogeneous intrusion detection sensors. Theproposed model assumes that each network can be monitored with multiple detection sensors deployed in various locations. The model optimizes behavior of each sensor with respect to other sensors in highly dynamic network environments by using a game-theoretical approach. We propose a general formalization of the problem of distributed collaboration as a game between defenders and attackers and introduce a trust-based solution concept ?-FIRE that is suitable for solving this game in highly dynamic environments, preventing any poisoning or manipulation of the cooperative system by intelligent attackers. According to our experimental evaluation on real network traffic, the proposed model of distributed collaboration shows clear improvemen

Druh

D - Stať ve sborníku

CEP obor

JC - Počítačový hardware a software

OECD FORD obor

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Projekt

Výsledek vznikl pri realizaci vícero projektů. Více informací v záložce Projekty.

Návaznosti

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

Rok uplatnění

2012

Kód důvěrnosti údajů

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

Název statě ve sborníku

ECAI 2012 - 20th European Conference on Artificial Intelligence

ISBN

978-1-61499-097-0

ISSN

0922-6389

e-ISSN

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Počet stran výsledku

6

Strana od-do

121-126

Název nakladatele

IOS Press

Místo vydání

Amsterdam

Místo konání akce

Montpellier

Datum konání akce

27. 8. 2012

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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