6 July 2015 Statistical process control based chart for information systems security
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Proceedings Volume 9631, Seventh International Conference on Digital Image Processing (ICDIP 2015); 96312J (2015) https://doi.org/10.1117/12.2197092
Event: Seventh International Conference on Digital Image Processing (ICDIP15), 2015, Los Angeles, United States
Abstract
Intrusion detection systems have a highly significant role in securing computer networks and information systems. To assure the reliability and quality of computer networks and information systems, it is highly desirable to develop techniques that detect intrusions into information systems. We put forward the concept of statistical process control (SPC) in computer networks and information systems intrusions. In this article we propose exponentially weighted moving average (EWMA) type quality monitoring scheme. Our proposed scheme has only one parameter which differentiates it from the past versions. We construct the control limits for the proposed scheme and investigate their effectiveness. We provide an industrial example for the sake of clarity for practitioner. We give comparison of the proposed scheme with EWMA schemes and p chart; finally we provide some recommendations for the future work.
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Mansoor Shaukat Khan, Mansoor Shaukat Khan, Lirong Cui, Lirong Cui, } "Statistical process control based chart for information systems security", Proc. SPIE 9631, Seventh International Conference on Digital Image Processing (ICDIP 2015), 96312J (6 July 2015); doi: 10.1117/12.2197092; https://doi.org/10.1117/12.2197092
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