Internet intrusion detection system based on improved NN-SVM
基于改进NN-SVM算法的网络入侵检测

Introducing the Degree of Class Ownership would improve NN-SVM algorithm in internet intrusion detection.According to the distance and the number of the same class or the different class, calculating the degree of class ownership of the sample point to its T nearest neighbors decided whether the sample point should be reserved or deleted.Based on this,the improved NN-SVM algorithm pruned the training sample set to reduce the confusion degree of the positive and negative categories.As a result, it could effe...