Articulation and Clarification of the Dendric Cell Algorithm

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Greensmith, Julie, 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)
RIS ID: https://nottingham-repository.worktribe.com/output/1018967
Schools/Departments: University of Nottingham, UK > Faculty of Science > School of Computer Science
Depositing User: Aickelin, Professor Uwe
Date Deposited: 12 Oct 2007 15:06
Last Modified: 04 May 2020 20:29
URI: https://eprints.nottingham.ac.uk/id/eprint/578

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