Conference Proceedings

ToLeRating UR-STD

Jan Feyereisl, Uwe Aickelin

Proceedings of the 2nd International Conference on Emerging Security Information, Systems and Technologies | IEEE Computer Society | Published : 2008

Abstract

A new emerging paradigm of Uncertain Risk of Suspicion, Threat and Danger, observed across the field of information security, is described. Based on this paradigm a novel approach to anomaly detection is presented. Our approach is based on a simple yet powerful analogy from the innate part of the human immune system, the Toll-Like Receptors. We argue that such receptors incorporated as part of an anomaly detector enhance the detector's ability to distinguish normal and anomalous behaviour. In addition we propose that Toll-Like Receptors enable the classification of detected anomalies based on the types of attacks that perpetrate the anomalous behaviour. Classification of such type is either ..

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University of Melbourne Researchers