Data Analytics for Cybersecurity
eBook - PDF

Data Analytics for Cybersecurity

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Data Analytics for Cybersecurity

About this book

As the world becomes increasingly connected, it is also more exposed to a myriad of cyber threats. We need to use multiple types of tools and techniques to learn and understand the evolving threat landscape. Data is a common thread linking various types of devices and end users. Analyzing data across different segments of cybersecurity domains, particularly data generated during cyber-attacks, can help us understand threats better, prevent future cyber-attacks, and provide insights into the evolving cyber threat landscape. This book takes a data oriented approach to studying cyber threats, showing in depth how traditional methods such as anomaly detection can be extended using data analytics and also applies data analytics to non-traditional views of cybersecurity, such as multi domain analysis, time series and spatial data analysis, and human-centered cybersecurity.

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Yes, you can access Data Analytics for Cybersecurity by Vandana P. Janeja in PDF and/or ePUB format, as well as other popular books in Ciencia de la computación & Ciberseguridad. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Half-title
  3. Title page
  4. Copyright information
  5. Contents
  6. Preface
  7. Acknowledgments
  8. 1 Introduction: Data Analytics for Cybersecurity
  9. 2 Understanding Sources of Cybersecurity Data
  10. 3 Introduction to Data Mining: Clustering, Classification, and Association Rule Mining
  11. 4 Big Data Analytics and Its Need for Cybersecurity: Advanced DM and Complex Data Types from Cybersecurity Perspective
  12. 5 Types of Cyberattacks
  13. 6 Anomaly Detection for Cybersecurity
  14. 7 Anomaly Detection Methods
  15. 8 Cybersecurity through Time Series and Spatial Data
  16. 9 Cybersecurity through Network and Graph Data
  17. 10 Human-Centered Data Analytics for Cybersecurity
  18. 11 Future Directions in Data Analytics for Cybersecurity
  19. References
  20. Index