On the Value of Coordination in Distributed Self-Adaptation of Intrusion Detection System

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F11%3A00181829" target="_blank" >RIV/68407700:21230/11:00181829 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
On the Value of Coordination in Distributed Self-Adaptation of Intrusion Detection System
Original language description
We present an empirical study of distributed adaptationin an Intrusion Detection System. The adaptation modelis based on a game-theoretical approach and we use regretminimization techniques to find globally robust behavior. Wecompare the effectiveness ofglobal optimization, when all systemcomponents adopt the globally optimized strategy in a synchronizedmanner, with a fully distributed approach when two layersin the system adapt their strategies as a result of local adaptationprocess, with no synchronization or signaling. We show that theuse of regret minimization techniques results in stable and longtermoptimized behavior in both cases. Our experiments wereperformed on CAMNEP, an intrusion detection system.
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
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings Web Intelligence and Intelligent Agent Technology WI-IAT11
ISBN
978-0-7695-4513-4
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
196-203
Publisher name
IEEE Computer Soc.
Place of publication
Los Alamitos, CA
Event location
Lyon
Event date
Aug 22, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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