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

Result code in 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>
Result on the web
<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>

Result language
angličtina
Original language name
Trust-based Solution for Robust Self-configuration of Distributed Intrusion Detection Systems
Original language description
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
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
ECAI 2012 - 20th European Conference on Artificial Intelligence
ISBN
978-1-61499-097-0
ISSN
0922-6389
e-ISSN
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Number of pages
6
Pages from-to
121-126
Publisher name
IOS Press
Place of publication
Amsterdam
Event location
Montpellier
Event date
Aug 27, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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