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Extra resources for IAENG Transactions on Engineering Technologies: Special Edition of the World Congress on Engineering and Computer Science 2011
In: Lecture notes in engineering and computer science: proceedings of the world congress on engineering and computer science, WCECS 2011, San Francisco, 19-21 October, pp 918–922 20. Snort—Homepage, [Online]. Available. org/ Chapter 4 The MAC Poisson Channel: Capacity and Optimal Power Allocation Samah A. M. Ghanem and Munnujahan Ara Abstract The majority of worldwide data and voice traffic is transported using optical communication channels. As the demand for bandwidth continues to increase, it is of great importance to find closed form expressions of the information capacity for the optical communications applications at the backbone as well as the access networks.
5 decision tree Linear GP SVM KMO ? 13). The results obtained by using Bayesian filters are comparable to what has been presented in Chou’s PhD thesis  where he reported the results of most algorithms. However, Bayesian filters were able to achieve superior results for in detecting U2R and R2L attacks. 1 Improved Bayesian Filter To improve the performance of the IDS system for the U2R and R2L attacks we implemented multiple Bayesian filter layer. This section will describe the promising results that we achieved .
B. Features Since the data record consists of 41 features, we can select between them and perform a very large number of combinations. We have selected the features as follows: (1) Using specific features like basic (features 1–9), content (features 10–22) and traffic features (23–31). (2) Using all the 41 features. (3) Using selected features by inspecting the score map. The experiments performed show that the first method does not yield good results compared to the second method. However, the results from using all features are worse than results previously published.