“…Through mapping can solve learning problems of high-dimensional space, with good generalization ability to overcome local minimum, the curse of dimensionality and other issues. It becomes the major network detection algorithm [14][15]. The traditional SVM algorithm assumes that all network intrusion feature have the same importance.…”