Application of AdaBoost method in IDS
Honggang Guo, Min Fang · Jisuanji gongcheng · 2005
Firstly, the principle and algorithm of AdaBoost method were described in detail. Secondly, the application of this method to intrusion analytical technique that was the core of the technique of intrusion detection was introduced. Finally, how to verify this method with experimental data was shown. Meanwhile, compared with that of base classifiers BP, the test result of AdaBoost method could remarkably increase the accuracy of weak classer and was fit for the IDS data set.