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Data-Driven Security Analysis, Visualization and Dashboards

Uncover hidden patterns of data and respond with countermeasures Security professionals need all the tools at their disposal to increase their visibility in order to prevent security breaches and attacks. This careful guide explores two of the most powerful? data analysis and visualization. You'...

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Bibliographic Details
Main Author: Jacobs, Jay
Other Authors: Rudis, Bob
Format: Book
Language:English
Published: Indianapolis, IN Wiley 2014
Subjects:
Computer security.
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Table of Contents:
  • Introduction
  • Chapter 1. The Journey to Data-Driven Security
  • 19 Chapter 2. Building Your Analytics Toolbox: A Primer on Using R and Python for Security Analysis
  • Chapter 3. Learning the "Hello World" of Security Data Analysis
  • Chapter 4. Performing Exploratory Security Data Analysis
  • Chapter 5. From Maps to Regression
  • Chapter 6. Visualizing Security Data
  • Chapter 7. Learning from Security Breaches
  • Chapter 8. Breaking Up with Your Relational Database
  • Chapter 9. Demystifying Machine Learning
  • Chapter 10. Designing Effective Security Dashboards
  • Chapter 11. Building Interactive Security Visualizations
  • Chapter 12. Moving Toward Data-Driven Security
  • Appendix A Resources and Tools
  • Appendix B References
  • Index.

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