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Network Security Through Data Analysis. From Data to Action. 2nd Edition

Język publikacji: angielskim
Network Security Through Data Analysis. From Data to Action. 2nd Edition Michael Collins - okladka książki

Network Security Through Data Analysis. From Data to Action. 2nd Edition Michael Collins - okladka książki

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Bądź pierwszym, który oceni tę książkę
Stron:
428
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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

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O autorze książki

Michael Roy is a virtualization expert working for VMware, the world’s leading virtualization and cloud computing company used by 95 percent of Fortune 500 companies to manage and virtualize their data center infrastructure. He currently specializes in technical marketing for hybrid cloud services, but started at VMware working on VMware Fusion 2 in 2009 where he co-led a world-class global support team, giving customers the help they needed to get the most out of VMware Fusion. Prior to VMware, he managed a small data center in downtown Toronto as the senior systems administrator, and also spent two years working for Apple where he became a Mac expert. When not working with computers, clouds, or virtual machines, he likes to snowboard, surf, and cook, and listen to, play, and create music. Michael’s success story at VMware can be found at https://www.vmware.com/go/mikeroy-journey.

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