Immune System Approaches to Intrusion Detection - A Review
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...
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Published: |
Springer
2007
|
| Subjects: | |
| Online Access: | https://eprints.nottingham.ac.uk/659/ |
| _version_ | 1848790456927780864 |
|---|---|
| author | Kim, Jungwon Bentley, Peter Aickelin, Uwe Greensmith, Julie Tedesco, Gianni Twycross, Jamie |
| author_facet | Kim, Jungwon Bentley, Peter Aickelin, Uwe Greensmith, Julie Tedesco, Gianni Twycross, Jamie |
| author_sort | Kim, Jungwon |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| description | 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 review the algorithms used, the development of the systems and the outcome of their implementation. We provide an introduction and analysis of the key developments within this field, in addition to making suggestions for future research. |
| first_indexed | 2025-11-14T18:12:55Z |
| format | Article |
| id | nottingham-659 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:12:55Z |
| publishDate | 2007 |
| publisher | Springer |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-6592020-05-04T20:28:57Z https://eprints.nottingham.ac.uk/659/ Immune System Approaches to Intrusion Detection - A Review Kim, Jungwon Bentley, Peter Aickelin, Uwe Greensmith, Julie Tedesco, Gianni Twycross, Jamie 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 review the algorithms used, the development of the systems and the outcome of their implementation. We provide an introduction and analysis of the key developments within this field, in addition to making suggestions for future research. Springer 2007 Article PeerReviewed Kim, Jungwon, Bentley, Peter, Aickelin, Uwe, Greensmith, Julie, Tedesco, Gianni and Twycross, Jamie (2007) Immune System Approaches to Intrusion Detection - A Review. Natural Computing . (In Press) Artificial Immune Systems Intrusion Detection Systems Literature Review doi:10.1007/s11047-006-9026-4 doi:10.1007/s11047-006-9026-4 |
| spellingShingle | Artificial Immune Systems Intrusion Detection Systems Literature Review Kim, Jungwon Bentley, Peter Aickelin, Uwe Greensmith, Julie Tedesco, Gianni 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 |
| topic | Artificial Immune Systems Intrusion Detection Systems Literature Review |
| url | https://eprints.nottingham.ac.uk/659/ https://eprints.nottingham.ac.uk/659/ |