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

• المؤلفون الرئيسيون: Ahsan, Muhammad, Mashuri, Muhammad, Lee, Muhammad Hisyam, Kuswanto, Heri, Prastyo, Dedy Dwi
• التنسيق: مقال
• منشور في: Elsevier Ltd 2020
• الموضوعات: QA Mathematics
• الوصول للمادة أونلاين: http://eprints.utm.my/id/eprint/87242/; http://dx.doi.org/10.1016/j.eswa.2019.113105

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 outlie...