Dendritic Cells for Real-Time Anomaly Detection
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...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Published: |
2006
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| Online Access: | https://eprints.nottingham.ac.uk/597/ |
| _version_ | 1848790440555315200 |
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| author | Greensmith, Julie Aickelin, Uwe |
| author_facet | Greensmith, Julie Aickelin, Uwe |
| author_sort | Greensmith, Julie |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-14T18:12:39Z |
| format | Conference or Workshop Item |
| id | nottingham-597 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:12:39Z |
| publishDate | 2006 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-5972020-05-04T20:29:54Z https://eprints.nottingham.ac.uk/597/ Dendritic Cells for Real-Time Anomaly Detection Greensmith, Julie Aickelin, Uwe 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. 2006 Conference or Workshop Item PeerReviewed 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. |
| spellingShingle | Greensmith, Julie Aickelin, Uwe Dendritic Cells for Real-Time Anomaly Detection |
| title | Dendritic Cells for Real-Time Anomaly Detection |
| title_full | Dendritic Cells for Real-Time Anomaly Detection |
| title_fullStr | Dendritic Cells for Real-Time Anomaly Detection |
| title_full_unstemmed | Dendritic Cells for Real-Time Anomaly Detection |
| title_short | Dendritic Cells for Real-Time Anomaly Detection |
| title_sort | dendritic cells for real-time anomaly detection |
| url | https://eprints.nottingham.ac.uk/597/ |