Our Project

A Survey on

Intrusion Detection

by Akira Imada (November 2004)

Data is not a knowledge but just a set of data. To simply put, Data Mining is to extract a knowledge from a set of data.

General Survey

Here, we see two studys where Fuzzy Logic is used in Data Mining based on Artificial Immune System,

S. Axelsson (2000) "Intrusion Detection Systems: A Survey and Taxonomy" Technical Report 99-15, Department of Computer Engineering, Chalmers University of Technology, Goteborg, Sweden
S. Axelsson (1998) "Research in Intrusion-Detection Systems: A Survey" Technical Report 98, Department of Computer Engineering Chalmers University of Technology, Goteborg, Sweden
J. Frank (1994) "Artificial Intelligence and Intrusion Detection: Current and Future Directions." Proceedings of the 17th National Computer Security Conference

By the way, all the authors refering to this article in their paper was highly likely didn't access the original paper. Since I haven't found so far which pages in the proceedings while exploring it via google, alas.

Test-data for Intrusion Detection

Intrusion Detection by Artificial Neural Networks (ANN)

Intrusion Detection by Fuzzy Logic (FL)

J. Gomez and D. Dasgupta (2001) "Evolving Fuzzy Classifiers for Intrusion Detection." Proceedings of the 2002 IEEE Workshop on Information Assurance United States Military Academy, West Point, NY.

It's good to know that they use the KDD-cup'99 data and 1998 DARPA data, which makes us re-evaluate their work quite easily. They wrote:

Intrusion Detection by Artificial Immune System (AIS)