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Network Security Through Data Analysis: From Data to Action

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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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Basic Economics:  A Citizen's Guide to the Economy
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Get in-depth guidance for designing and implementing certificate-based security solutions straight from PKI expert Brian Komar. No need to buy or outsource costly PKI services when you can use the robust PKI and certificate-based security services already built into Windows Server 2008! This in-depth reference teaches you how to design and...
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We have the technology. This book shows how to make it stronger, faster, better than it was before...

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  • ...

Getting Started with Arduino
Getting Started with Arduino

Arduino is the open-source electronics prototyping platform that’s taken the design and hobbyist world by storm. This thorough introduction, updated for Arduino 1.0, gives you lots of ideas for projects and helps you work with them right away. From getting organized to putting the final touches on your prototype, all the...

Teach Yourself VISUALLY Office 2013 (Tech)
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Learn the new Microsoft Office suite the easy, visual way

Microsoft Office 2013 is a power-packed suite of office productivity tools including Word, Excel, PowerPoint, Outlook, Access, and Publisher. This easy-to-use visual guide covers the basics of all six programs, with step-by-step instructions and full-color screen...

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This book is about coding interview question of software and Internet companies. It covers five key factors which determine performance of candidates: (1) the basics of programming languages, data structures and algorithms, (2) approaches to writing code with high quality, (3) tips to solve difficult problems, (4) methods to optimize code,...

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