'Immune System Approaches to Intrusion Detection - A Review'

Aickelin, Uwe and 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.

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Abstract

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.

Item Type:Conference or Workshop Item (Paper)
Schools/Departments:Faculty of Science > School of Computer Science and Information Technology
ID Code:272
Deposited By:Aickelin, Professor Uwe
Deposited On:07 Nov 2005
Last Modified:22 Oct 2007 14:44

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