'Immune System Approaches to Intrusion Detection - A Review'
Abstract. The use of artificial immune systems in intrusion detection is an appealing concept for two reasons. Firstly, the human immune system provides the human body with a high level of protection from invading pathogens, in a robust, self-organised and distributed manner. Secondly, curr...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
Springer - Verlag
2004
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| Online Access: | https://eprints.nottingham.ac.uk/272/ |
| _version_ | 1848790383962619904 |
|---|---|
| author | Aickelin, Uwe Greensmith, Julie Twycross, Jamie |
| author_facet | Aickelin, Uwe Greensmith, Julie Twycross, Jamie |
| author_sort | Aickelin, Uwe |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| description | Abstract. The use of artificial immune systems in intrusion detection is
an appealing concept for two reasons. Firstly, the human immune system
provides the human body with a high level of protection from invading
pathogens, in a robust, self-organised and distributed manner. Secondly,
current techniques used in computer security are not able to cope with
the dynamic and increasingly complex nature of computer systems and their security. It is hoped that biologically inspired approaches in this area, including the use of immune-based systems will be able to meet this challenge. Here we collate the algorithms used, the development of the systems and the outcome of their implementation. It provides an introduction and review of the key developments within this field, in addition to making suggestions for future research. |
| first_indexed | 2025-11-14T18:11:45Z |
| format | Conference or Workshop Item |
| id | nottingham-272 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T18:11:45Z |
| publishDate | 2004 |
| publisher | Springer - Verlag |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-2722021-05-31T14:47:36Z https://eprints.nottingham.ac.uk/272/ 'Immune System Approaches to Intrusion Detection - A Review' Aickelin, Uwe Greensmith, Julie Twycross, Jamie Abstract. The use of artificial immune systems in intrusion detection is an appealing concept for two reasons. Firstly, the human immune system provides the human body with a high level of protection from invading pathogens, in a robust, self-organised and distributed manner. Secondly, current techniques used in computer security are not able to cope with the dynamic and increasingly complex nature of computer systems and their security. It is hoped that biologically inspired approaches in this area, including the use of immune-based systems will be able to meet this challenge. Here we collate the algorithms used, the development of the systems and the outcome of their implementation. It provides an introduction and review of the key developments within this field, in addition to making suggestions for future research. Springer - Verlag 2004 Conference or Workshop Item PeerReviewed application/pdf en https://eprints.nottingham.ac.uk/272/1/04icaris_ids_review.pdf Aickelin, Uwe, Greensmith, Julie and Twycross, Jamie (2004) 'Immune System Approaches to Intrusion Detection - A Review'. In: ICARIS-2004, 3rd International Conference on Artificial Immune Systems, LNCS 3239, 2004, Catalania, Italy. |
| spellingShingle | Aickelin, Uwe Greensmith, Julie Twycross, Jamie 'Immune System Approaches to Intrusion Detection - A Review' |
| title | 'Immune System Approaches to Intrusion Detection - A Review' |
| title_full | 'Immune System Approaches to Intrusion Detection - A Review' |
| title_fullStr | 'Immune System Approaches to Intrusion Detection - A Review' |
| title_full_unstemmed | 'Immune System Approaches to Intrusion Detection - A Review' |
| title_short | 'Immune System Approaches to Intrusion Detection - A Review' |
| title_sort | 'immune system approaches to intrusion detection - a review' |
| url | https://eprints.nottingham.ac.uk/272/ |