Using self-organizing maps with learning classifier system for intrusion detection

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5351 LNAI, Issue , 2008, Pages 1071-1076

  Tamee, Kreangsak ^a   Rojanavasu, Pornthep ^a   Udomthanapong, Sonchai ^a   Pinngern, Ouen ^b  

^a KING MONGKUT'S INSTITUTE OF TECHNOLOGY LADKRABANG   (Thailand)

^b RAMKHAMHAENG UNIVERSITY   (Thailand)

Author keywords

Intrusion detection; LCS; Self organizing map

Indexed keywords

ARTIFICIAL INTELLIGENCE; BIONICS; CLASSIFIERS; CONFORMAL MAPPING; CONTROL THEORY; FUZZY CONTROL; LEARNING SYSTEMS; SELF ORGANIZING MAPS;

INPUT STRINGS; LCS; LEARNING CLASSIFIER SYSTEMS; ML ALGORITHMS; PERFORMANCE OF SYSTEMS; SELF-ORGANIZING MAP;

INTRUSION DETECTION;

EID: 58349100775     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-89197-0_109     Document Type: Conference Paper

References (9)

1. Debar, H., Dacier, M., Wepspi, A.: A revised taxonomy for intrusion 590 detection systems. Technical report, Computer Science/Ma- 591 thematics (1999)
2. Frank, J.: Artificial Intelligence and Intrusion Detection: Current and future directions. In: Proceedings of the 17th National Computer Security Conference (October 1994)
3. Wilson, S.W.: Classifier Fitness Based on Accuracy. Evolutionary Computation 3(2), 149-176 (1995)
4. Holland, J.H.: Adaptation. In: Rosen, Snell (eds.) Progress in Theoretical Biology (1976)
5. Bull, L. (ed.): Applications of Learning Classifier Systems. Springer, Heidelberg (2004)
6. Shafi, K., Kovacs, T., Abbass, H.A., Zhu, W.: Intrusion detection with evolutionary learning classifier systems. Natural Computing (December 2007)
7. Hettich, S., Bay, S.D.: The UCIKDD Archive (1999), http://www.kdd.ics. uci.edu
8. Kohonen, T.: Self-organization and associative memory. Springer, New York (1989)
9. Butz, M., Wilson, S.: An algorithmic descriptionof XCS. In: Lanzi, P.L., Stolzmann, W., Wilson, S.W. (eds.) IWLCS 2000. LNCS, vol. 1996, pp. 253-272. Springer, Heidelberg (2001)