Open AccessINTELLIGENT MULTI-AGENT INFORMATION SECURITY SYSTEM
Author(s) -
Nataliia Kussul,
Andrii Shelestov,
A. Sidorenko,
Sergii Skakun,
V. Pasechnyk
Publication year - 2014
Publication title -
computing
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.184
H-Index - 11
eISSN - 2312-5381
pISSN - 1727-6209
DOI - 10.47839/ijc.2.2.202
Subject(s) - intranet , computer science , intrusion detection system , artificial neural network , intelligent agent , intelligent decision support system , computer security , security system , human–computer interaction , artificial intelligence , world wide web , the internet
It is proposed an agent approach for creation of intelligent intrusion detection system. The system allows detecting known type of attacks and anomalies in user activity and computer system behavior. The system includes different types of intelligent agents. The most important one is user agent based on neural network model of user behavior. Proposed approach is verified by experiments in real intranet of Institute of Physics and Technologies of National Technical University of Ukraine "Kiev Polytechnic Institute.