JULIE GREENSMITH julie.greensmith@nottingham.ac.uk
Lecturer
Articulation and Clarification of the Dendritic Cell Algorithm
Greensmith, Julie; Aickelin, Uwe; Twycross, Jamie
Authors
Uwe Aickelin
JAMIE TWYCROSS JAMIE.TWYCROSS@NOTTINGHAM.AC.UK
Associate Professor
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.
Citation
Greensmith, J., Aickelin, U., & Twycross, J. (2006). Articulation and Clarification of the Dendritic Cell Algorithm. In Artificial Immune Systems: 5th International Conference, ICARIS 2006, Oeiras, Portugal, September 4-6, 2006. Proceedings. Springer. https://doi.org/10.1007/11823940_31
Publication Date | 2006 |
---|---|
Deposit Date | Jan 9, 2020 |
Series Title | Lecture Notes in Computer Science |
Series Number | 4163 |
Book Title | Artificial Immune Systems: 5th International Conference, ICARIS 2006, Oeiras, Portugal, September 4-6, 2006. Proceedings |
ISBN | 978-3-540-37749-8 |
DOI | https://doi.org/10.1007/11823940_31 |
Keywords | Artificial Intelligence; Neural and Evolutionary Computing |
Public URL | https://nottingham-repository.worktribe.com/output/2464738 |
Publisher URL | https://link.springer.com/chapter/10.1007/11823940_31 |
This file is under embargo due to copyright reasons.
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