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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 evolution of cyber threats and malware

To understand the impact of cyber malware on international history, we must first delve into its evolution. The emergence of malware traces back to the early days of computing. The term “malware” was coined around 1990, but its earliest instances predate the term. For example, the “Creeper” virus emerged in the early 1970s, infecting mainframe computers. The 1980s saw the rise of the PC, which was met with an increase in PC viruses.

The internet’s birth in the 1990s facilitated the spread of malware, triggering a surge in its evolution and sophistication. The first major attack that brought the global threat of malware into the spotlight was the ILOVEYOU worm in 2000. It affected millions of computers globally, causing billions of dollars in damages and marking a turning point in international cyber threats.

In the 21st century, malware has morphed from a minor inconvenience into a potent tool for crime...

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