Intrusion detection system based on growing grid neural network

Proceedings of the Mediterranean Electrotechnical Conference - MELECON

Volumn 2006, Issue , 2006, Pages 839-842

  Mora, Francisco J ^a   Maciá, Francisco ^a   García, Juan M ^a   Ramos, Héctor ^a  

^a UNIVERSITY OF ALICANTE   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; COMPUTER SOFTWARE; COMPUTER SYSTEM FIREWALLS; NEURAL NETWORKS; SELF ORGANIZING MAPS;

INTRUSION DETECTION SYSTEMS;

INTRUSION DETECTION;

EID: 34047109040     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. C. Zhang, J. Jiang and M. Kamel, "Intrusion detection using hierarchical neural net-works", Pattern Recognition Letters, vol. 26, pp. 779-791, May 2005.
2. B. Fritzke, "Growing Grid - a self-organizing network with constant neighbourhood range and adaptation strength", Neural Processing Letters, vol. 2, pp. 9-13, 1995.
3. S. Marsland, J. Shapiro and U. Nehmzow, "A self-organizing network that grows when required", Neural Networks, vol. 15, pp. 1041-1058, 2002.
4. R. Lippmann and R. Cunningham, "Improving intrusion detection performance using keyworkd selection and neural networks", Computer Networks, vol 34, pp. 597-603, 2000.
5. C. Zhang, J. Jiang and M. Kamel, "Comparison of BPL and RBF Network in Intrusion Detection System", LNAI 2639, pp. 466470, 2003.
6. J. Cannady and J. Mahaffey, "The application of artificial intelligence to misuse detection", Proceedings of the 1st RAID 1998, September 1998.
7. S. Zanero and S. Savaresi, "Unsupervised learning techniques for an intrusion detection system", Proceedings of the ACM SAC 2004, March 2004.
8. P. Lichodzijewski, A. Zincir-Heywood and M. Heywood, "Dynamic intrusion detection using self-organizing maps", Proceedings of the 14th CITSS 2002, May 2002.
9. M. Ramadas, S. Ostermann and B. Tjaden, "Detecting anomalous network traffic with self-organizing maps", Proceedings of the RAID 2003, LNCS 2820, pp. 36-54, September 2003.
10. T. Kohonen, "Self-organizing maps", Springer, third edition, 2001.