Framework for evaluating collaborative intrusion detection systems
Grunewald, Dennis, Chinnow, Joel, Bye, Rainer, Camtepe, Seyit Ahmet, & Albayrak, Sahin (2011) Framework for evaluating collaborative intrusion detection systems. In Heiß, Hans-Ulrich , Pepper, Peter, Schlingloff, Holger, & Schneider, Joerg (Eds.) Lecture Notes in Informatics, Gesellschaft fuer Informatik e.V. (GI), Berlin, Germany.
Securing IT infrastructures of our modern lives is a challenging task because of their increasing complexity, scale and agile nature. Monolithic approaches such as using stand-alone firewalls and IDS devices for protecting the perimeter cannot cope with complex malwares and multistep attacks. Collaborative security emerges as a promising approach. But, research results in collaborative security are not mature, yet, and they require continuous evaluation and testing. In this work, we present CIDE, a Collaborative Intrusion Detection Extension for the network security simulation platform ( NeSSi 2 ). Built-in functionalities include dynamic group formation based on node preferences, group-internal communication, group management and an approach for handling the infection process for malware-based attacks. The CIDE simulation environment provides functionalities for easy implementation of collaborating nodes in large-scale setups. We evaluate the group communication mechanism on the one hand and provide a case study and evaluate our collaborative security evaluation platform in a signature exchange scenario on the other.
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|Item Type:||Conference Paper|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > COMPUTER SOFTWARE (080300) > Computer System Security (080303)|
|Divisions:||Current > Schools > School of Electrical Engineering & Computer Science
Past > Institutes > Information Security Institute
Current > QUT Faculties and Divisions > Science & Engineering Faculty
|Deposited On:||13 Mar 2013 01:20|
|Last Modified:||18 Apr 2013 00:54|
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