|
计算机科学 2005
The Application of Bayes Classification in IDS
|
Abstract:
According to the idea of designing intrusion detection system using classification, an intrusion detection system prototype is developed. In order to solve the problem existing in training data sets, present Bayes algorithm is improved and an algorithm using unlabeled data to improve the capability of the classifier is proposed. The experiment shows the result of this algorithm is good.