JULIE GREENSMITH julie.greensmith@nottingham.ac.uk
Lecturer
Articulation and Clarification of the Dendric Cell Algorithm
Greensmith, Julie; Aickelin, Uwe; Twycross, Jamie
Authors
Uwe Aickelin
JAMIE TWYCROSS JAMIE.TWYCROSS@NOTTINGHAM.AC.UK
Associate Professor
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.
Citation
Greensmith, J., Aickelin, U., & Twycross, J. Articulation and Clarification of the Dendric Cell Algorithm.
Conference Name | Proceedings of the 5th International Conference on Artificial Immune Systems (ICARIS 2006) |
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Deposit Date | Oct 12, 2007 |
Peer Reviewed | Peer Reviewed |
Public URL | https://nottingham-repository.worktribe.com/output/1018967 |
Files
06icaris_acdc.pdf
(1.5 Mb)
PDF
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