Parallel and Distributed Processing Symposium, International (2008)
Miami, FL, USA
Apr. 14, 2008 to Apr. 18, 2008
Franciszek Seredynskiy , Institute of Computer Science, Polish Academy of Sciences, Poland
Marek Ostaszewski , Faculty of Sciences, Technology and Communication, University of Luxembourg, Germany
Pascal Bouvry , Faculty of Sciences, Technology and Communication, University of Luxembourg, Germany
In this paper we present a novel intrusion detection architecture based on Idiotypic Network Theory (INIDS), that aims at dealing with large scale network attacks featuring variable properties, like Denial of Service (DoS). The proposed architecture performs dynamic and adaptive clustering of the network traffic for taking fast and effective countermeasures against such high-volume attacks. INIDS is evaluated on the MIT’99 dataset and outperforms previous approaches for DoS detection applied to this set.
Franciszek Seredynskiy, Marek Ostaszewski, Pascal Bouvry, "Adaptive and dynamic intrusion detection by means of idiotypic networks paradigm", Parallel and Distributed Processing Symposium, International, vol. 00, no. , pp. 1-8, 2008, doi:10.1109/IPDPS.2008.4536377