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Network Security Through Data Analysis : From Data to Action

Network Security Through Data Analysis : From Data to Action

Network Security Through Data Analysis : From Data to Action
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Network Security Through Data Analysis : From Data to Action Paperback - 2017 - 2nd Edition

by Michael Collins

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O'Reilly Media, Incorporated, 2017. Paperback. Very Good. Former library book; May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less.Dust jacket quality is not guaranteed.
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Details

  • Title Network Security Through Data Analysis : From Data to Action
  • Author Michael Collins
  • Binding Paperback
  • Edition number 2nd
  • Edition 2
  • Condition Used - Very good
  • Pages 425
  • Volumes 1
  • Language ENG
  • Publisher O'Reilly Media, Incorporated
  • Publication date 2017
  • Features Bibliography, Index
  • Bookseller's Inventory # G1491962844I4N10
  • ISBN 9781491962848 / 1491962844
  • Weight 1.55 lbs (0.70 kg)
  • Dimensions 9.1 x 6.9 x 0.8 in (23.11 x 17.53 x 2.03 cm)
  • Category Computers - Communications / Networking
  • Library of Congress subjects Computer networks - Security measures, Communication - Network analysis
  • Library of Congress Catalogue Number 2018304668
  • Quantity available 1

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From the publisher

Traditional intrusion detection and logfile analysis are no longer enough to protect today's complex networks. In the updated second edition of this practical guide, security researcher Michael Collins shows InfoSec personnel the latest techniques and tools for collecting and analyzing network traffic datasets. You'll understand how your network is used, and what actions are necessary to harden and defend the systems within it.

In three sections, this book examines the process of collecting and organizing data, various tools for analysis, and several different analytic scenarios and techniques. New chapters focus on active monitoring and traffic manipulation, insider threat detection, data mining, regression and machine learning, and other topics.

You'll learn how to:

  • Use sensors to collect network, service, host, and active domain data
  • Work with the SiLK toolset, Python, and other tools and techniques for manipulating data you collect
  • Detect unusual phenomena through exploratory data analysis (EDA), using visualization and mathematical techniques
  • Analyze text data, traffic behavior, and communications mistakes
  • Identify significant structures in your network with graph analysis
  • Examine insider threat data and acquire threat intelligence
  • Map your network and identify significant hosts within it
  • Work with operations to develop defenses and analysis techniques

About the author

Michael Collins is the chief scientist for RedJack, LLC., a NetworkSecurity and Data Analysis company located in the WashingtonD.C. area. Prior to his work at RedJack, Dr. Collins was a member ofthe technical staff at the CERT/Network Situational Awareness group at Carnegie Mellon University. His primary focus is on networkinstrumentation and traffic analysis, in particular on the analysis oflarge traffic datasets.Dr. Collins graduated with a PhD in Electrical Engineering fromCarnegie Mellon University in 2008, he holds Master's and Bachelor'sDegrees from the same institution.

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