Computer Science – Artificial Intelligence
Scientific paper
2010-04-19
Proceedings of the 4th International Conference on Artificial Immune Systems (ICARIS2005), Lecture Notes in Computer Science 3
Computer Science
Artificial Intelligence
14 pages, 4 figures, 4 tables, 4th International Conference on Artificial Immune Systems (ICARIS2005)
Scientific paper
Dendritic cells are antigen presenting cells that provide a vital link between the innate and adaptive immune system. Research into this family of cells has revealed that they perform the role of coordinating T-cell based immune responses, both reactive and for generating tolerance. We have derived an algorithm based on the functionality of these cells, and have used the signals and differentiation pathways to build a control mechanism for an artificial immune system. We present our algorithmic details in addition to some preliminary results, where the algorithm was applied for the purpose of anomaly detection. We hope that this algorithm will eventually become the key component within a large, distributed immune system, based on sound immunological concepts.
Aickelin Uwe
Cayzer Steve
Greensmith Julie
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