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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

Summary

To summarize, in the era of AI-driven cyber threats and rapidly evolving technology, the future of international compliance requirements remains a confluence of diverse factors. As nations grapple with the intricacies of data privacy, technological advancements, and geopolitical tensions, the shape of compliance is being reshaped. Businesses that seek to navigate this complex terrain must adopt a proactive approach that integrates innovation, transparency, and responsible practices.

The path forward requires collaboration among governments, industry leaders, and regulatory bodies to establish harmonized compliance frameworks that balance the imperatives of innovation, security, and ethics. While challenges lie ahead, the potential rewards are substantial. The adoption of AI can enhance compliance efficiency and accuracy, heighten threat detection capabilities, and enable sustainable practices that contribute to global goals.

As we embrace the possibilities of a digitally...

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