Dendritic Cells for Real-Time Anomaly Detection

Greensmith, Julie and Aickelin, Uwe (2006) Dendritic Cells for Real-Time Anomaly Detection. In: Proceedings of the Workshop on Artificial Immune Systems and Immune System Modelling (AISB 2006), Bristol, UK.

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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.

Item Type:Conference or Workshop Item (Paper)
Schools/Departments:Faculty of Science > School of Computer Science and Information Technology
ID Code:597
Deposited By:Aickelin, Professor Uwe
Deposited On:17 Oct 2007 14:11
Last Modified:17 Oct 2007 14:11

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