Unlock the secrets of malware data science with this definitive guide. Dive into cutting-edge techniques, AI-driven analysis, and international compliance standards to stay ahead of the ever-evolving cyber threat landscape Key Features Master the latest techniques to detect and analyze malware like a pro Stay ahead in the cyber threat landscape by exploring innovative solutions Leverage data science tools to combat today's most pressing cyber threats Book DescriptionIn our age of rampant cyber threats, the sophistication of malware is a significant challenge for detection and analysis. Malware Data Science is an enlightening journey into the union of data science and cybersecurity. This guide starts by delineating the intricate nuances of malware, from its lifecycle to its technological underpinnings. It then introduces the prowess of data science in malware detection, a fusion of machine learning, statistical analytics, and even social network analysis. The journey doesn't stop at detection. Dive deep into the analytical side as the book unveils methods of reverse engineering, machine language, dynamic scrutiny, and behavioural assessments of malicious software. As cybersecurity doesn't function in a vacuum, understand the evolving landscape of compliance. Regulations such as GDPR and CCPA are decoded, offering readers insights into the global efforts in curbing cyber threats. A perfect fit for cybersecurity professionals, data science enthusiasts, and anyone intrigued by the crossroads of malware and advanced analytics, this book serves as both an educational resource and a practical manual for day-to-day malware defense.What you will learn Understand the lifecycle and complexities of modern malware Master data science techniques for enhanced malware detection Explore machine learning and statistical analytics in cybersecurity Learn methods for reverse engineering and analyzing malware Grasp the impact of global regulations like GDPR and CCPA Gain practical insights for daily cybersecurity defense strategies Who this book is forTargeted at a range of professionals and enthusiasts, 'Malware Data Science' is essential for cybersecurity experts keen on adopting data-driven defence methods. Data scientists will find value in applying their skill set to this pressing security issue. Compliance officers navigating global regulations like 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.

Book Information
ISBN 9781804618646
Author Shane Molinari
Format Paperback
Imprint Packt Publishing Limited
Publisher Packt Publishing Limited