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Data Science for Malware Analysis

You're reading from   Data Science for Malware Analysis A comprehensive guide to using AI in detection, analysis, and compliance

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Product type Paperback
Published in Dec 2023
Publisher Packt
ISBN-13 9781804618646
Length 230 pages
Edition 1st Edition
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Author (1):
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Shane Molinari Shane Molinari
Author Profile Icon Shane Molinari
Shane Molinari
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Table of Contents (15) Chapters Close

Preface 1. Part 1– Introduction
2. Chapter 1: Malware Science Life Cycle Overview FREE CHAPTER 3. Chapter 2: An Overview of the International History of Cyber Malware Impacts 4. Part 2 – The Current State of Key Malware Science AI Technologies
5. Chapter 3: Topological Data Analysis for Malware Detection and Analysis 6. Chapter 4: Artificial Intelligence for Malware Data Analysis and Detection 7. Chapter 5: Behavior-Based Malware Data Analysis and Detection 8. Part 3 – The Future State of AI’s Use for Malware Science
9. Chapter 6: The Future State of Malware Data Analysis and Detection 10. Chapter 7: The Future State of Key International Compliance Requirements 11. Chapter 8: Epilogue – A Harmonious Overture to the Future of Malware Science and Cybersecurity
12. Index 13. Other Books You May Enjoy Appendix

The future state of integration of big data analytics in cybersecurity

In the intricate chess game of cybersecurity, data is both a boon and a bane. On one hand, modern networks, devices, and applications generate immense volumes of data. This treasure trove, while overwhelming, harbors invaluable insights, patterns, and signals. When harnessed correctly, these can transform the very essence of digital defense. On the other hand, the sheer volume can obfuscate these crucial details, making them needles in vast digital haystacks. The future, thus, seems unequivocally anchored in big data analytics, especially when married to the potent capabilities of AI.

Understanding the magnitude of modern data

Before delving deep into solutions, it’s essential to grasp the enormity of the challenge. Consider the following:

  • Every minute, individuals and businesses send nearly 200 million emails
  • Internet users conduct approximately 8.5 billion searches on Google daily
  • ...
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