Earticle

초록

영어

As modern computer networks are large-scale with numerous nodes, the conventional concentrated intrusion detection system fails to work effectively. To deal with the above situation, the paper proposed a “Soft-Man” and data mining based distributed intrusion detection system (SMDMDIDS, for short). Specifically, it designed an overall structure model of the detection system, expounded the system’s communication models, and designed the communication models and cooperation methods between Soft-Mans as well. The paper also defined hierarchical cooperation models for the Soft-Mans and designed corresponding data mining models. Finally, with the help of IDS Informer tools, the paper conducted a simulation experiment on network intrusion detection. The experimental results showed that the proposed intrusion detection system in the paper had good detection performance.

목차

Abstract
 1. Introduction
 2. System Design
 3. Key Technologies of the System
  3.1.The Communication Technologies of SMDMDIDS
  3.2. Communication Models of SMDMDIDS
  3.3. The Cooperation Modes of Soft-Mans in SMDMDIDS
  3.4. The Hierarchical Cooperation Model of Soft-Mans in SMDMDIDS
  3.5. Data Mining Design
 4. Analysis and Evaluation of the Experimental Results
 Acknowledgements
 References

키워드

저자

• Jun Zheng [ Network Information Center, Baotou Teachers’ College Science Road No. 3, Qingshan District, Baotou, Inner Mongolia, China ]

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Security and Its Applications

• 간기

  격월간

• pISSN

  1738-9976

• 수록기간

  2008~2016

• 등재여부

  SCOPUS

• 십진분류

  KDC 505 DDC 605