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by Jason Martin, Inez Miyamoto, Robert McPherson, Mark Talabis
Information Security Analytics
Cover image
Title page
Table of Contents
Copyright
Dedication
Foreword
About the Authors
Acknowledgments
Chapter 1. Analytics Defined
Introduction to Security Analytics
Concepts and Techniques in Analytics
Data for Security Analytics
Analytics in Everyday Life
Security Analytics Process
Chapter 2. Primer on Analytical Software and Tools
Introduction
Statistical Programming
Introduction to Databases and Big Data Techniques
Introduction to R
Introduction to Python
Introduction to Simulation Software
Chapter 3. Analytics and Incident Response
Introduction
Scenarios and Challenges in Intrusions and Incident Identification
Analysis of Log Files
Loading the Data
Another Potential Analytical Data Set: Unstacked Status Codes
Other Applicable Security Areas and Scenarios
Summary
Chapter 4. Simulations and Security Processes
Simulation
Case Study
Chapter 5. Access Analytics
Introduction
Technology Primer
Scenario, Analysis, and Techniques
Case Study
Analyzing the Results
Chapter 6. Security and Text Mining
Scenarios and Challenges in Security Analytics with Text Mining
Use of Text Mining Techniques to Analyze and Find Patterns in Unstructured Data
Step by Step Text Mining Example in R
Other Applicable Security Areas and Scenarios
Chapter 7. Security Intelligence and Next Steps
Overview
Security Intelligence
Security Breaches
Practical Application
Concluding Remarks
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