Noria Benyettou, Abedlkader Benyettou and Vincent Rodin.
An Immune Multi-Agents System used in the Intrusion Detection System in
distributed Network.
ICARIS 2012, 11th International Conference on Artificial Immune Systems,
Poster Session, page 36 (conference programme),
Taormina (Italy), 28-31 August 2012.
Abstract:
With the development growing of network technology and the information
exchange, the computer networks became increasingly wide and opened.
This evolution gave birth to new techniques allowing the accessibility
of the networks and information systems with an aim of facilitating the
transactions.
Consequently, these techniques gave also birth to new forms of threats.
In this article, we present the utility to use a system of intrusion
detection through a presentation of these characteristics, followed by
a brief history of the existing models.
Using as inspiration the immune biological system, we propose a model
of an artificial immune system, which is integrated in the behaviour
of distributed agents on the network in order to ensure a good detection
of intrusions.
We also present the internal structure of the immune agents and their
capacity to distinguish between self and not self.
The agents are able to achieve simultaneous treatments, are able to
auto-adapt to the evolution of the environment and have also the property
of distributed coordination.
In this approach, the immune agent model is installed on each host on
the network and subnetwork, for an extensive monitoring and a simultaneous
analysis of the frames.
[Benyettou12a.pdf]