Computer Science – Artificial Intelligence
Scientific paper
2009-10-26
Proceedings of 5th International Conference on Artificial Immune Systems (ICARIS2006), 404-417, 2006
Computer Science
Artificial Intelligence
14 pages, 4 figures, 5th International Conference on Artificial Immune Systems (ICARIS2006)
Scientific paper
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.
Aickelin Uwe
Greensmith Julie
Twycross Jamie
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