Mr.Naveen D.C*, Mr.Shobhan Kumar. 2017. “A Survey on Improving Classification Performance Using Data Pre Processing And Machine Learning Methods on NSL-KDD Data”. International Journal of Engineering and Computer Science 5 (4). india. http://ijecs.in/index.php/ijecs/article/view/868.