Berlin
Technische Universität Berlin Gesellschaft für Informatik e.V.
41. Jahrestagung, Gesellschaft für Informatik e.V. (GI), Berlin
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Framework for Evaluating Collaborative Intrusion Detection Systems

Dennis Grunewald, Joel Chinnow, Rainer Bye, Ahmet Camtepe, Sahin Albayrak

Abstract: Securing modern IT infrastructures 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 promis- ing approach. But, research results in collaborative security are not mature for industrial application, 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 (NeSSi2). 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.