Год выпуска: 2012 Автор: Tigabu Dagne Akal Издательство: LAP Lambert Academic Publishing Страниц: 160 ISBN: 9783659300561
Описание
While advances in computer and communications technology have made the network ubiquitous, they have also rendered networked systems vulnerable to malicious attacks devised from a distance. Nowadays, system administrators and network professionals can attempt to prevent such attacks by developing intrusion detection tools. In this study, the experiments were conducted following the Knowledge Discovery in Database process model. A total of 21,533 intrusion records are used for training the models. For validating the performance of the selected model a separate 3,397 records are used as a testing set. The model that was created using 10-fold cross validation using the J48 decision tree algorithm with the default parameter values showed the best classification accuracy. The model has a prediction accuracy of 96.11% on the training datasets and 93.2% on the test dataset to classify the new instances. The findings of this study have shown that the data mining methods generates...
