Skip to main content

Research Repository

See what's under the surface

Advanced Search

Dendritic Cells for Real-Time Anomaly Detection

Greensmith, Julie; Aickelin, Uwe

Authors

Julie Greensmith

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.

Peer Reviewed Peer Reviewed
APA6 Citation Greensmith, J., & Aickelin, U. Dendritic Cells for Real-Time Anomaly Detection
Copyright Statement Copyright information regarding this work can be found at the following address: http://eprints.nottingh.../end_user_agreement.pdf

Files

06aisb_greensmith.pdf (547 Kb)
PDF

Copyright Statement
Copyright information regarding this work can be found at the following address: http://eprints.nottingham.ac.uk/end_user_agreement.pdf





You might also like



Downloadable Citations

;