Szczegóły ebooka

Malware Science. A comprehensive guide to detection, analysis, and compliance

Malware Science. A comprehensive guide to detection, analysis, and compliance

Shane Molinari, Jim Packer

Ebook
In today's world full of online threats, the complexity of harmful software presents a significant challenge for detection and analysis. This insightful guide will teach you how to apply the principles of data science to online security, acting as both an educational resource and a practical manual for everyday use.
Malware Science starts by explaining the nuances of malware, from its lifecycle to its technological aspects before introducing you to the capabilities of data science in malware detection by leveraging machine learning, statistical analytics, and social network analysis. As you progress through the chapters, you’ll explore the analytical methods of reverse engineering, machine language, dynamic scrutiny, and behavioral assessments of malicious software. You’ll also develop an understanding of the evolving cybersecurity compliance landscape with regulations such as GDPR and CCPA, and gain insights into the global efforts in curbing cyber threats.
By the end of this book, you’ll have a firm grasp on the modern malware lifecycle and how you can employ data science within cybersecurity to ward off new and evolving threats.
  • 1. Malware Data Science Life Cycle Overview
  • 2. An Overview of the International History of Cyber Malware Impacts
  • 3. Topological Data Analysis for Malware Detection and Analysis
  • 4. Artificial Intelligence for Malware Data Analysis and Detection
  • 5. Behavior-Based Malware Data Analysis and Detection
  • 6. The Future State of Malware Data Analysis and Detection
  • 7. The Future State of Key International Compliance Requirements
  • 8. Epilogue – A Harmonious Overture to the Future of Malware Data Science and Cybersecurity
  • Tytuł: Malware Science. A comprehensive guide to detection, analysis, and compliance
  • Autor: Shane Molinari, Jim Packer
  • Tytuł oryginału: Malware Science. A comprehensive guide to detection, analysis, and compliance
  • ISBN: 9781804615706, 9781804615706
  • Data wydania: 2023-12-15
  • Format: Ebook
  • Identyfikator pozycji: e_3ptr
  • Wydawca: Packt Publishing