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Statistical methods for network surveillance |
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| Authors: | Daniel R Jeske Nathaniel T Stevens Alexander G Tartakovsky James D Wilson |
| Institution: | 1. Department of Statistics, University of California, Riverside, CA, USA;2. Department of Mathematics and Statistics, University of San Francisco, San Francisco, CA, USA;3. Moscow Institute of Physics and Technology, Moscow, Russia;4. AGT StatConsult, Los Angeles, CA, USA |
| Abstract: | The term network surveillance is defined in general terms and illustrated with many examples. Statistical methodologies that can be used as tools for network surveillance are discussed. Details for 3 illustrative examples that address network security, surveillance for data network failures, and surveillance of email traffic flows are presented. Some open areas of research are identified. |
| Keywords: | change point control charts dynamic networks reliability security |