• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2010, Vol. 32 ›› Issue (12): 22-26.doi: 10.3969/j.issn.1007130X.2010.1

• 论文 • Previous Articles     Next Articles

Research on the Intrusion Detection Based on Plan Recognition

CAI Zengyu1,GU Wenxiang2,GAN Yong1,LIU Shuru1   

  1. (1.School of Computer and Communication Engineering,Zhengzhou University of Light Industry,Zhengzhou 450002;
    2.School of Computer Science,Northeast Normal University,Changchun 130117,China)
  • Received:2009-10-15 Revised:2009-12-20 Online:2010-12-25 Published:2010-12-25

Abstract:

Plan recognition is one of the important branches of artificial intelligence,and it has been preliminarily applied in intrusion detection systems(IDSs). The fundamental conception of plan recognition and IDS are introduced firstly. And then it studies on the applications and progresses of plan recognition in IDS according to the classification of plan recognizing methods,such as plan recognition based on event,plan recognition based on the Bayesian network,plan recognition based on the extended goal graph,colored petri net,adversarial planning and action state diagram. Subsequently,the common characteristics of plan recognition and IDS are thorough analyzed. Finally,the development trends and the existing problems of this domain are discussed. This review deals with the key technology and the existing problems of plan recognition implicating in IDS,which is very helpful for the related personnel research in the logistics fields.

Key words: intelligent planning;plan recognition;intrusion detection;network security