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 outlie...

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Bibliographic Details
Main Authors: Ahsan, Muhammad, Mashuri, Muhammad, Lee, Muhammad Hisyam, Kuswanto, Heri, Prastyo, Dedy Dwi
Format: Article
Published: Elsevier Ltd 2020
Subjects:
Online Access:http://eprints.utm.my/id/eprint/87242/
http://dx.doi.org/10.1016/j.eswa.2019.113105
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