Fibered Guard - A Hybrid Intelligent Approach to Denial of Service Prevention

Authors:
Marvin Oliver Schneider;Jacques Calmet
Affiliations:
University of Karlsruhe (TH), IAKS, Am Fasanengarten 5, 76131 Karlsruhe, Germany;University of Karlsruhe (TH), IAKS, Am Fasanengarten 5, 76131 Karlsruhe, Germany
Venue:
CIMCA '05 Proceedings of the International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce Vol-1 (CIMCA-IAWTIC'06) - Volume 01
Year:
2005

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Abstract

This paper describes the system "Fibered Guard", which is a hybrid intelligent web access management approach for the prevention of Denial of Service (DoS) and Distributed Denial of Service (DDoS) attacks alike. The system makes use of a logically fibered data structure to handle the necessary information, whereas a Data Mining plugin takes care of the conclusion engine. As the structure of Logical Fibering can handle millions of queries at once and treats global and local data in the same architecture, the system is a very promising solution, which has the potential to revolutionize the treatment of DoS. This paper presents the underlying principles as well as a system design overview of "Fibered Guard".