Amelioration of Attack Classifications for Evaluating and Testing Intrusion Detection System
Mohammed Saber, Toumi Bouchentouf, Abdelhamid Benazzi and Mostafa Azizi
DOI : 10.3844/jcssp.2010.716.722
Journal of Computer Science
Volume 6, Issue 7
Problem statement: The problem of the computer attack system has recently been much studied to improve the evaluation process of the Intrusion Detection Systems (IDS). Approach: This study aimed at presenting the principal attacks classifications; especially, the study of classification towards the evaluation for which we suggested some improvements that may allow the generation of a test cases selection about attacks by using the classification tree method. Results: The results proposed evaluators to select relevant attack test cases by using the Classification Tree Method (CTM). Conclusion: By using the Classification Tree Method (CTM), to the new classification as it was obtained and by applying the CTE tool, we were able to generate some significant and reduced cases test compared to the classification toward the assessment which was studied by Gadelrab.
© 2010 Mohammed Saber, Toumi Bouchentouf, Abdelhamid Benazzi and Mostafa Azizi. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.