Articulation and Clarification of the Dendritic Cell Algorithm (2006)
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| Venue: | In Proc. of the 5th International Conference on Artificial Immune Systems, LNCS 4163 |
| Citations: | 26 - 16 self |
BibTeX
@INPROCEEDINGS{Greensmith06articulationand,
author = {Julie Greensmith and Uwe Aickelin and Jamie Twycross},
title = {Articulation and Clarification of the Dendritic Cell Algorithm},
booktitle = {In Proc. of the 5th International Conference on Artificial Immune Systems, LNCS 4163},
year = {2006},
pages = {404--417}
}
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Abstract
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.
