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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

Product type Paperback

Published in Dec 2023

Publisher Packt

ISBN-13 9781804618646

Length 230 pages

Edition 1st Edition

Concepts

Threat Hunting

Author (1):

Shane Molinari

View More author details

Table of Contents (15) Chapters

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

Why subscribe?

13. Other Books You May Enjoy

Appendix

Who this book is for

Targeted at a range of professionals and enthusiasts, Data Science for Malware Analysis is essential for cybersecurity experts keen on adopting data-driven defense methods. Data scientists will find value in applying their skill set to this pressing security issue. Compliance officers navigating global regulations such as GDPR and CCPA will gain indispensable insights. Academic researchers exploring the intersection of data science and cybersecurity, IT decision-makers overseeing organizational strategy, and tech enthusiasts eager to understand modern cybersecurity can all benefit.

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Authors (1)

Shane Molinari

Shane Molinari

Shane Molinari is a cyber-threat management veteran with over 20 years of experience in military, Department of Defense, and civilian sectors. As an authority in the cyber-risk industry, he brings a nuanced understanding of data science's role in combating malware. Shane holds degrees focusing on Engineering and Systems Design, respectively. A Certified Information Systems Security Professional (CISSP), he's penned thought leadership articles and has been a featured speaker in cybersecurity podcasts. His diverse experience spans from implementing business continuity programs to advising Fortune 500 companies on navigating data privacy regulations like GDPR and CCPA. This book is an amalgamation of Shane's in-depth knowledge in data science applications and malware defense techniques, designed to serve as a practical manual for bolstering day-to-day cyber resilience.

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