Robust adaptive multivariate Hotelling's T2 control chart based on kernel density estimation for intrusion detection system

The utilization of conventional multivariate control chart in network intrusion detection will deal with two main problems. First, the high false alarm occurs due to the distribution of network traffic data that is not following the theory. Second, the inability of the control chart to detect outliers caused by the masking effect. To overcome these problems, the multivariate control chart based on the fast minimum covariance determinant (MCD)...