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Attack Pattern Analysis Framework for Multiagent Intrusion Detection System

Authors :
Kolaczek, Grzegorz
Juszczyszyn, Krzysztof
Source :
International Journal of Computational Intelligence Systems; August 2008, Vol. 1 Issue: 3 p215-224, 10p
Publication Year :
2008

Abstract

The paper proposes the use of attack pattern ontology and formal framework for network traffic anomalies detection within a distributed multiagent Intrusion Detection System architecture. Our framework assumes ontology-based attack definition and distributed processing scheme with exchange of communicates between agents. The role of traffic anomalies detection was presented then it has been discussed how some specific values characterizing network communication can be used to detect network anomalies caused by security incidents (worm attack, virus spreading). Finally, it has been defined how to use the proposed techniques in distributed IDS using attack pattern ontology.

Details

Language :
English
ISSN :
18756891 and 18756883
Volume :
1
Issue :
3
Database :
Supplemental Index
Journal :
International Journal of Computational Intelligence Systems
Publication Type :
Periodical
Accession number :
ejs65126076
Full Text :
https://doi.org/10.2991/ijcis.2008.1.3.3