Design of Adaptive IDS with Regulated Retraining Approach
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27740%2F12%3A86092939" target="_blank" >RIV/61989100:27740/12:86092939 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-642-35326-0" target="_blank" >http://dx.doi.org/10.1007/978-3-642-35326-0</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-35326-0" target="_blank" >10.1007/978-3-642-35326-0</a>
Alternative languages
Result language
angličtina
Original language name
Design of Adaptive IDS with Regulated Retraining Approach
Original language description
Computer networks are becoming more insecure and vulnerable to intrusions and attacks as they are increasingly accessible to users globally. To minimize possibility of intrusions and attacks, various intrusion detection models have been proposed. However, the existing procedures suffer high false alarm, not adequately adaptive, low accuracy and rigid. The detection performance deteriorates when behavior of traffic is changing and new attacks continually emerge. Therefore, the need to update the reference model for any given anomaly-based intrusion detection is necessary to keep up with these changes. Severe changes should be addressed immediately before the performance is compromised. Available updating approaches include dynamic, periodic and regulated. Unfortunately, none considers severity of changes to trigger the updating. This paper proposed an adaptive IDS model using regulated retraining approach based on severity of changes in network traffic. Therefore, retraining can be done
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Communications in Computer and Information Science. Volume 322
ISBN
978-3-642-35325-3
ISSN
1865-0929
e-ISSN
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Number of pages
11
Pages from-to
590-600
Publisher name
Springer
Place of publication
Heidelberg
Event location
Káhira
Event date
Dec 8, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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