Network Security Through Data Analysis: From Data to Action - Tapa blanda

Collins, Michael

 
9781491962848: Network Security Through Data Analysis: From Data to Action
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ISBN 10: 1491962844 ISBN 13: 9781491962848
Editorial: O'Reilly Media, 2017

Sinopsis

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

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
O'Reilly Media
Año de publicación
2017
Idioma
Inglés
ISBN 10 
1491962844
ISBN 13 
9781491962848
Encuadernación
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Número de edición
2
Número de páginas
425
Contacto del fabricante
O'Reilly
https://oreilly.com

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Sebastopol
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Estados Unidos de America
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9789352136391: Network Security Through Data Analysis: From Data to Action

Edición Destacada

ISBN 10:  935213639X ISBN 13:  9789352136391
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