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Hybrid Multi Agent-Neural Network Intrusion Detection with Mobile Visualization.

Authors :
Kacprzyk, Janusz
Corchado, Juan M.
Herrero, Álvaro
Corchado, Emilio
Pellicer, María A.
Abraham, Ajith
Source :
Innovations in Hybrid Intelligent Systems; 2008, p320-328, 9p
Publication Year :
2008

Abstract

A multiagent system that incorporates an Artificial Neural Networks based Intrusion Detection System (IDS) has been defined to guaranty an efficient computer network security architecture. The proposed system facilitates the intrusion detection in dynamic networks. This paper presents the structure of the Mobile Visualization Connectionist Agent-Based IDS, more flexible and adaptable. The proposed improvement of the system in this paper includes deliberative agents that use the artificial neural network to identify intrusions in computer networks. The agent based system has been probed through anomalous situations related to the Simple Network Management Protocol. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540749714
Database :
Supplemental Index
Journal :
Innovations in Hybrid Intelligent Systems
Publication Type :
Book
Accession number :
33752751
Full Text :
https://doi.org/10.1007/978-3-540-74972-1_42