Dendritic Cells for Real-Time Anomaly Detection
2 Pages Posted: 11 Jul 2017
Date Written: January 1, 2006
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.
Suggested Citation: Suggested Citation
Greensmith, Julie and Aickelin, Uwe, Dendritic Cells for Real-Time Anomaly Detection (January 1, 2006). Available at SSRN: https://ssrn.com/abstract=2831378 or http://dx.doi.org/10.2139/ssrn.2831378
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