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Dendritic Cells for Real-Time Anomaly Detection

Greensmith, Julie; Aickelin, Uwe

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Authors

Uwe Aickelin



Abstract

Dendritic Cells (DCs) are innate immune system cells which have the power to activate or suppress the immune system. The behaviour of human DCs is abstracted to form an algorithm suitable for anomaly detection. We test this algorithm on the real-time problem of port scan detection. Our results show a significant difference in artificial DC behaviour for an outgoing portscan when compared to behaviour for normal processes.

Conference Name Proceedings of the Workshop on Artificial Immune Systems and Immune System Modelling (AISB 2006)
Deposit Date Oct 17, 2007
Peer Reviewed Peer Reviewed
Public URL https://nottingham-repository.worktribe.com/output/1018957

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