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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 (14) 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. Other Books You May Enjoy Appendix: Index

Cybersecurity, malware, and the socio-economic fabric

The digital age, while revolutionary in many respects, has introduced a labyrinth of challenges. Among these challenges, cyber threats such as malware and ransomware loom large. As this thread illuminated, the consequences of such threats extend beyond mere technical vulnerabilities, having profound economic, socio-economic, and operational ramifications.

In a world that is highly interconnected, malware attacks have showcased vulnerabilities inherent in global systems. The healthcare, financial, retail, and manufacturing sectors are all part of this intricate web, with cyberattacks not only causing direct financial losses but also impacting the trust quotient essential to commerce and public life.

Healthcare cyber breaches, for instance, can have life-altering repercussions when critical patient care is interrupted. Financial institutions, the bulwarks of our economic systems, when compromised, can undermine the very trust...

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