Articulation and Clarification of the Dendric Cell Algorithm
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 performe...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Published: |
2006
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| Online Access: | https://eprints.nottingham.ac.uk/578/ |
| _version_ | 1848790435455041536 |
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| author | Greensmith, Julie Aickelin, Uwe Twycross, Jamie |
| author_facet | Greensmith, Julie Aickelin, Uwe Twycross, Jamie |
| author_sort | Greensmith, Julie |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-14T18:12:34Z |
| format | Conference or Workshop Item |
| id | nottingham-578 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:12:34Z |
| publishDate | 2006 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-5782020-05-04T20:29:54Z https://eprints.nottingham.ac.uk/578/ Articulation and Clarification of the Dendric Cell Algorithm Greensmith, Julie Aickelin, Uwe Twycross, Jamie 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. 2006 Conference or Workshop Item PeerReviewed Greensmith, Julie, Aickelin, Uwe and Twycross, Jamie (2006) Articulation and Clarification of the Dendric Cell Algorithm. In: Proceedings of the 5th International Conference on Artificial Immune Systems (ICARIS 2006), Oeiras, Portugal. |
| spellingShingle | Greensmith, Julie Aickelin, Uwe Twycross, Jamie Articulation and Clarification of the Dendric Cell Algorithm |
| title | Articulation and Clarification of the Dendric Cell Algorithm |
| title_full | Articulation and Clarification of the Dendric Cell Algorithm |
| title_fullStr | Articulation and Clarification of the Dendric Cell Algorithm |
| title_full_unstemmed | Articulation and Clarification of the Dendric Cell Algorithm |
| title_short | Articulation and Clarification of the Dendric Cell Algorithm |
| title_sort | articulation and clarification of the dendric cell algorithm |
| url | https://eprints.nottingham.ac.uk/578/ |