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Articulation and Clarification of the Dendric Cell Algorithm

Greensmith, Julie; Aickelin, Uwe; Twycross, Jamie

Authors

Julie Greensmith

Uwe Aickelin

Jamie Twycross



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.

Peer Reviewed Peer Reviewed
APA6 Citation Greensmith, J., Aickelin, U., & Twycross, J. Articulation and Clarification of the Dendric Cell Algorithm
Copyright Statement Copyright information regarding this work can be found at the following address: http://eprints.nottingh.../end_user_agreement.pdf

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06icaris_acdc.pdf (1.5 Mb)
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Copyright Statement
Copyright information regarding this work can be found at the following address: http://eprints.nottingham.ac.uk/end_user_agreement.pdf





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