Network Anomaly Detection with Bayesian Self-Organizing Maps

Author:

de la Hoz Franco Emiro,Ortiz García Andrés,Ortega Lopera Julio,de la Hoz Correa Eduardo,Prieto Espinosa Alberto

Publisher

Springer Berlin Heidelberg

Reference13 articles.

1. Alhoniemi, E., Himberg, J., Vesanto, J.: Probabilistic measures for responses of self-organizing map units. In: Proc. of the International ICSC Congress on Computational Intelligence Methods and Applications (CIMA), vol. 1, pp. 286–290 (1999)

2. Ghosh, J., Wanken, J., Charron, F.: Detecting anomalous and unknown intrusions against programs. In: Proc. of the Annual Computer Security Applications Conference, vol. 1, pp. 259–267 (1998)

3. Haykin, S.: Neural Networks, 2nd edn. Prentice-Hall (1999)

4. Hoffman, A., Schimitz, C., Sick, B.: Intrussion detection in computer networks with neural and fuzzy classifiers. In: International Conference on Artificial Neural Networks (ICANN), vol. 1, pp. 316–324 (2003)

5. Kohonen, T.: Self-Organizing Maps. Springer (2001)

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