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Conference paper (in proceedings)

Immune system based intrusion detection system

    2008
Published in:
  • Innovative Minds (Information Systems Security Association - ISSA 2008), Johannesburg, South Africa, July 2008. - 2008, p. 1-12
Intrusion detection systems
immune system
artificial immune system
English The threats and intrusions in IT systems can basically be compared to human diseases with the difference that the human body has an effective way to deal with them, what still need to be designed for IT systems. The human immune system (HIS) can detect and defend against yet unseen intruders, is distributed, adaptive and multilayered to name only a few of its features. Our immune system incorporates a powerful and diverse set of characteristics which are very interesting to use in the design of Intrusion Detection Systems (IDS). The authors propose therefore a hybrid intrusion detection system which combines host based and network based components but giving the focus to the host based intrusion detection as it is similar to the HIS. The proposed intrusion detection system will use the concepts of the artificial immune systems (AIS) which is a promising biologically inspired computing model based on the HIS. This paper presents an intrusion detection system based on the model of the human immune system and which will use the artificial immune systems paradigm. Furthermore the paper will also introduce some yet unused AIS concepts that can be applied to improve the effectiveness of IDS.
Faculty
Faculté des sciences économiques et sociales et du management
Department
Département d'informatique
Language
  • English
Classification
Computer science and technology
Other electronic version

Published version

License
License undefined
Identifiers
  • RERO DOC 10624
Persistent URL
https://folia.unifr.ch/unifr/documents/300885
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