Intrusion Detection Based on Twin SVM
Jing Shuang Lu · Journal of Hubei University of Education · 2009
SVM is a machine learning method based on statistics.Twin SVM is a binary SVM classifier that determines two nonparallel planes by solving two related SVM-type problems.Compare to the traditional SVM algorithm,it has faster speed,better effect and reduces the complexity of time.During the application of intrusion detection,Twin SVM maintains fine detection status in the condition of small-scale training dataset.