Articulation and Clarification of the Dendric Cell Algorithm

Greensmith, Julie and Aickelin, Uwe and Twycross, Jamie (2006) Articulation and Clarification of the Dendric Cell Algorithm. In: Proceedings of the 5th International Conference on Artificial Immune Systems (ICARIS 2006), Oeiras, Portugal.

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Abstract

The Dendritic Cell algorithm (DCA) is inspired by recent work in innate immunity. In this paper a formal description of the DCA is given. The DCA is described in detail, and its use as an anomaly detector is illustrated within the context of computer security. A port scan detection task is performed to substantiate the influence of signal selection on the behaviour of the algorithm. Experimental results provide a comparison of differing input signal mappings.

Item Type:Conference or Workshop Item (Lecture)
Schools/Departments:Faculty of Science > School of Computer Science and Information Technology
ID Code:578
Deposited By:Aickelin, Professor Uwe
Deposited On:12 Oct 2007 16:06
Last Modified:12 Oct 2007 16:06

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