A formal immune network and its implementation for on-line intrusion detection

Authors:
Alexander O. Tarakanov;Sergei V. Kvachev;Alexander V. Sukhorukov
Affiliations:
St. Petersburg Institute for Informatics, Russian Academy of Sciences, St. Petersburg, Russia;St. Petersburg Institute for Informatics, Russian Academy of Sciences, St. Petersburg, Russia;St. Petersburg Institute for Informatics, Russian Academy of Sciences, St. Petersburg, Russia
Venue:
MMM-ACNS'05 Proceedings of the Third international conference on Mathematical Methods, Models, and Architectures for Computer Network Security
Year:
2005

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Abstract

This paper presents a mathematical model of immune network specified for real-time intrusion detection. A software implementation of the model has been tested on data simulating a typical US Air Force local area network (LAN). The obtained results suggest that the performance of the model is unachievable for other approaches of computational intelligence. A hardware implementation of the model is proposed based on digital signal processor (DSP) of super Harvard architecture (SHARC).