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Statements

Subject Item
n2:RIV%2F68407700%3A21230%2F09%3A00158336%21RIV10-MSM-21230___
rdf:type
n9:Vysledek skos:Concept
dcterms:description
Our work presents a mechanism designed for the selection of the optimal information provider in a multi-agent, heterogeneous and unsupervised monitoring system. The self-adaptation mechanism is based on the insertion of a small set of prepared challenges that are processed together with the real events observed by the system. The evaluation of the system response to these challenges is used to select the optimal information source. Our algorithm uses the concept of trust to identify the best source and to optimize the number of challenges inserted into the system. The mechanism is designed for intrusion/fraud detection systems, which are frequently deployed as part of online transaction processing (banking, telecommunications or process monitoring systems). Our approach features unsupervised adjustment of its configuration and dynamic adaptation to the changing environment, which are both vital for these domains. Our work presents a mechanism designed for the selection of the optimal information provider in a multi-agent, heterogeneous and unsupervised monitoring system. The self-adaptation mechanism is based on the insertion of a small set of prepared challenges that are processed together with the real events observed by the system. The evaluation of the system response to these challenges is used to select the optimal information source. Our algorithm uses the concept of trust to identify the best source and to optimize the number of challenges inserted into the system. The mechanism is designed for intrusion/fraud detection systems, which are frequently deployed as part of online transaction processing (banking, telecommunications or process monitoring systems). Our approach features unsupervised adjustment of its configuration and dynamic adaptation to the changing environment, which are both vital for these domains.
dcterms:title
Dynamic Information Source Selection for Intrusion Detection Systems Dynamic Information Source Selection for Intrusion Detection Systems
skos:prefLabel
Dynamic Information Source Selection for Intrusion Detection Systems Dynamic Information Source Selection for Intrusion Detection Systems
skos:notation
RIV/68407700:21230/09:00158336!RIV10-MSM-21230___
n3:aktivita
n8:Z
n3:aktivity
Z(MSM6840770038)
n3:dodaniDat
n19:2010
n3:domaciTvurceVysledku
n16:9768815 n16:2490013 n16:4036050 n16:9682171 n16:3574865
n3:druhVysledku
n18:D
n3:duvernostUdaju
n11:S
n3:entitaPredkladatele
n17:predkladatel
n3:idSjednocenehoVysledku
311627
n3:idVysledku
RIV/68407700:21230/09:00158336
n3:jazykVysledku
n15:eng
n3:klicovaSlova
trust; service selection; security; intrusion detection
n3:klicoveSlovo
n4:service%20selection n4:security n4:trust n4:intrusion%20detection
n3:kontrolniKodProRIV
[5DFEA65C0A3D]
n3:mistoKonaniAkce
Budapest
n3:mistoVydani
New York
n3:nazevZdroje
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems
n3:obor
n13:JC
n3:pocetDomacichTvurcuVysledku
5
n3:pocetTvurcuVysledku
6
n3:rokUplatneniVysledku
n19:2009
n3:tvurceVysledku
Rehák, Martin Stiborek, Jan Pěchouček, Michal Bartoš, Karel Grill, Martin
n3:typAkce
n10:WRD
n3:zahajeniAkce
2009-05-10+02:00
n3:zamer
n21:MSM6840770038
s:numberOfPages
8
n14:hasPublisher
ACM Press
n20:isbn
978-0-9817381-7-8
n12:organizacniJednotka
21230