Books > Computing & IT > Computer communications & networking > Network security
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Network Security Through Data Analysis - From Data to Action (Paperback, 2nd Revised edition)
Loot Price: R930
Discovery Miles 9 300
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Network Security Through Data Analysis - From Data to Action (Paperback, 2nd Revised edition)
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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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