Dynamic Information Source Selection for Intrusion Detection Systems

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F09%3A00158336" target="_blank" >RIV/68407700:21230/09:00158336 - 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
Dynamic Information Source Selection for Intrusion Detection Systems
Original language 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 challengesthat 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 andto 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.
Czech name
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Czech description
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Publication year
2009
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems
ISBN
978-0-9817381-7-8
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
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Publisher name
ACM Press
Place of publication
New York
Event location
Budapest
Event date
May 10, 2009
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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