INTELLIGENT MULTI-AGENT INFORMATION SECURITY SYSTEM

Authors

  • N. Kussul
  • A. Shelestov
  • A. Sidorenko
  • S. Skakun
  • V. Pasechnyk

DOI:

https://doi.org/10.47839/ijc.2.2.202

Keywords:

Neural network, multi-agent system, network security system, user behavior model, intrusion detection system

Abstract

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.

References

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J. Cannady, J. Mahaffey. The Application of Artificial Neural Networks to Misuse Detection: Initial Results.

A. M. Sokolov. Computer System Intrusion Detection utilizing second-order Markoff chain. Artificial Intelligence. Vol. 1, pp. 376-380. (in Russian).

J. S. Balasubramaniyan, J. O. Garcia-Fernandez, D.Isacoff, E. Spafford, D. Zamboni. An Architecture for Intrusion Detection using Autonomous Agents. http://citeseer.nj.nec.com/balasubramaniyan98architecture.html.

S. Russel, P. Norvig. Artificial Intelligence: A Modern Approach. Upper Saddle River NJ: Prentice Hall, 1995.

M. Wooldridge. An Introduction to Multiagent Systems. Chichester, England: John Wiley & Sons, 2002.

M. Luck, P. McBurney, C. Preist, C. Guilfoyle Agent Technology Roadmap. AgentLink 2002. http://www.AgentLink.org.

M. Oshima, G. Karjoth (1997). Aglets Specification (1.0). IBM Tokio Research Laboratory, May 1997. Version 0.60. http://www.trl.ibm.com/aglets/spec10.htm.

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Published

2014-08-01

How to Cite

Kussul, N., Shelestov, A., Sidorenko, A., Skakun, S., & Pasechnyk, V. (2014). INTELLIGENT MULTI-AGENT INFORMATION SECURITY SYSTEM. International Journal of Computing, 2(2), 35-39. https://doi.org/10.47839/ijc.2.2.202

Issue

2003, Volume 2, Issue 2

Section

Articles

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