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Such work involves the intersection of statistics, data mining and computer science. Fundamentally, network traffic is relational, embodying a link between devices. As such, graph analysis approaches are a natural candidate. However, such methods do not scale well to the demands of real problems, and the critical aspect of the timing of communications events is not accounted for in these approaches.
This book gathers papers from leading researchers to provide both background to the problems and a description of cutting-edge methodology. The contributors are from diverse institutions and areas of expertise and were brought together at a workshop held at the University of Bristol in March 2013 to address the issues of network cyber security. The workshop was supported by the Heilbronn Institute for Mathematical Research.
Readership: Researchers and graduate students in the fields of network traffic data analysis and network cyber security.
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Niall Adams, Nicholas Heard, Niall Adams, Nicholas Heard-Data Analysis for Netwo.pdf
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Publisher: World Scientific Publishing Company (May 4, 2014)
Language: English
ISBN-10: 1783263741
ISBN-13: 978-1783263745
Product Dimensions: 9.1 x 6 x 0.6 inches
Shipping Weight: 9.6 ounces http://www.amazon.com/Analysis-Network-Cyber-Security-Niall-Adams/dp/1783263741/ref=sr_1_1_twi_1_har?ie=UTF8&qid=1436669811&sr=8-1&keywords=Data+Analysis+for+Network+Cyber-Security
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