Design of intelligent security management system using simulation-based analysis

  • Authors:

  • Jang-Se Lee;Dong Seong Kim;Jong Sou Park;Sung-Do Chi

  • Affiliations:

  • The Division of Information Technology Engineering, Korea Maritime University, Busan, Korea;The Department of Computer Engineering, Hangkong University, Koyang-city, Kyonggi-do, Korea;The Department of Computer Engineering, Hangkong University, Koyang-city, Kyonggi-do, Korea;The Department of Computer Engineering, Hangkong University, Koyang-city, Kyonggi-do, Korea

  • Venue:
  • AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
  • Year:
  • 2005

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Abstract

The objective of this paper is to propose an intelligent security management system using simulation based analysis, which is capable to monitor network status, evaluate vulnerabilities, generate defense strategies, and apply it to the network. To do this, we have employed the intelligent system design concept based on the advanced modeling and simulation environment for developing network security models and simulation-based evaluation of vulnerability as well as defense strategy. Our approach differs from others in that i) it is able to analyze vulnerabilities on node, link, and network in quantitative manner, ii) it can generate and apply defense strategies automatically, and iii) it supports a coherent design concept for intelligent security management system. A case study performed on a test bed will illustrate our techniques and demonstrate effectiveness of propose system.