A Novel Network Intrusion Detection System Based on CNN

Network intrusion detection system (NIDS) plays an important role in network security. It can detect the malicious traffic and prevent the network intrusion. Traditional methods used machine learning techniques such as support vector machine, Bayesian classification, decision tree and k-means. The traditional machine learning methods first need to manually select features and has obvious limitatio...