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Articulation and Clarification of the Dendritic Cell Algorithm (0910.4903v1)
Published 26 Oct 2009 in cs.AI and cs.NE
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.