Misuse detection : A neural network vs. a genetic algorithm approach

ICEIS 2007 - 9th International Conference on Enterprise Information Systems, Proceedings

Volumn AIDSS, Issue , 2007, Pages 459-462

  Diaz Gomez, Pedro A ^a   Hougen, Dean F ^a  

^a Univ of Oklahoma   (United States)

Author keywords

False negative; False positive; Genetic algorithms; Misuse detection; Neural networks

Indexed keywords

AUDIT DATA; FALSE NEGATIVE; FALSE POSITIVE; GENETIC ALGORITHM APPROACH; MISUSE DETECTION; NEURAL NETWORKS AND GENETIC ALGORITHMS; OPTIMIZATION PROBLEMS; POSITION PAPERS;

GENETIC ALGORITHMS; NEURAL NETWORKS;

INFORMATION SYSTEMS;

EID: 67649992043     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Diaz-Gomez, P. A. and Hougen, D. F. (2005a). Analysis and mathematical justification of a fitness function used in an intrusion detection system. In Proceedings of the Genetic and Evolutionary Computation Conference, pages 1591-1592.
2. Diaz-Gomez, P. A. and Hougen, D. F. (2005b). Improved off-line intrusion detection using a genetic algorithm. In Proceedings of the 7th International Conference on Enterprise Information Systems, pages 66-73.
3. Diaz-Gomez, P. A. and Hougen, D. F. (2006). A genetic algorithm approach for doing misuse detection in audit trail files. In Proceedings of the CIC-2006 International Conference on Computing, pages 329-335.
4. Diaz-Gomez, P. A. and Hougen, D. F. (2007). Misuse detection: An iterative process vs. a genetic algorithm approach. In Proceedings of the 9th International Conference on Enterprise Information Systems.
5. Ham, F. M. and Kostanic, I. (2001). Principles of Neuro-computingfor Science & Engineering. Me Graw Hill.
6. Mé, L. (1993). Security audit trail analysis using genetic algorithms. In Proceedings of the 12th. International Conference on Computer Safety, Reliability, and Security, pages 329-340.
7. Mé L. (1998). GASSATA, a genetic algorithm as an alternative tool for security audit trail analysis. In Proceedings of the First International Workshop on the Recent Advances in Intrusion Detection.