RBF-Based Real-Time Hierarchical Intrusion Detection Systems

Proceedings of the International Joint Conference on Neural Networks

Volumn 2, Issue , 2003, Pages 1512-1516

  Jiang, Ju ^a   Zhang, Chunlin ^a   Kamel, Mohamed ^a  

^a UNIVERSITY OF WATERLOO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

HIERARCHICAL SYSTEMS; REAL TIME SYSTEMS; SECURITY OF DATA; TELECOMMUNICATION TRAFFIC;

INTRUSION DETECTION SYSTEMS (IDS);

RADIAL BASIS FUNCTION NETWORKS;

EID: 0141794734     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. A. K. Ghosh, J. Wanken, and F. Charron, "Detecting anomalous and unknown intrusions against programs", Proceedings of the 1998 Annual Computer Security Applications Conference (ACSAC'98), December 1998. Los Alamitos, CA, USA IEEE Compute. Soc, 1998}, pp 259-267
2. Alexander Novokhodko, "A Survey of the applications of neural networks to intrusion detection," University of Missouri - Rolla, 2001
3. K. L. Fox, R. R. Henning, J. H. Reed, and R. P. Simonian. "A neural network approach towards intrusion detection," October 1990. NIST Gaithersburg, MD. Vol. 1, pp. 125-134, 1990
4. Susan C. Lee, David V. Heinbuch, "Training a neural- neural based intrusion detector to recognize novel attacks," Presented at IEEE Workshop Information Assurance and Security, West Point, NY, 2000.
5. James Cannady, "Next generation intrusion detection: Autonomous reinforcement learning of network attacks," Georgia Tech Information Security Center, 2000
6. H. Debar, B. Dorizzi, "An application of a recurrent network to an intrusion detection system," IEEE International Conference on Neural Network Conference, Vol.2, pp. 478-483, 1992
7. D. Endler, "Intrusion detection: Applying machine learning to Solaris audit data," Proceedings of the 1998 annual computer security applications conference, pp 268-279, Los Alamitos, CA, December 1998
8. Puneet Bakshi, "Hierarchical and modular neural networks," Technical Report. Department of Electrical and Computer Engineering, University of Waterloo.
9. 9] Zheng Zhang, Jun Li, "HIDE, a hierarchical network intrusion detection system using statistical pre-processing and neural network Classification," Proceedings of the 2001 IEEE Workshop on Information Assurance and Security. United States Military Academy, West Point, NY, 5-6, June, 2001
10. Joydeep Ghosh and Arindam Nag, "An overview of radial basis function network," http://citeseer.nj.nec.com/408905.html
11. "KDD Cup 1999 Data", Machine Learning for Intrusion Detection Project. The University of Columbia, Fall 2000, http://www.cs.columbia.edu/ids/ml/
12. James Cannady, "Next generation intrusion detection: autonomous reinforcement learning of network attacks" Proceedings of the 23rd National Information System Security Conference (NISSC 2000), 2000