Malware Data Science explains how to identify, analyze, and classify large-scale malware using machine learning and data visualization.Security has become a "big data" problem. The growth rate of malware has accelerated to tens of millions of new files per year while our networks generate an ever-larger flood of security-relevant data each day. In order to defend against these advanced attacks, you'll need to know how to think like a data scientist. In Malware Data Science, security data scientist Joshua Saxe introduces machine learning, statistics, social network analysis, and data visualization, and shows you how to apply these methods to malware detection and analysis. You'll learn how to:- Analyze malware using static analysis- Observe malware behavior using dynamic analysis- Identify adversary groups through shared code analysis- Catch 0-day vulnerabilities by building your own machine learning detector- Measure malware detector accuracy- Identify malware campaigns, trends, and relationships through data visualization Whether you're a malware analyst looking to add skills to your existing arsenal, or a data scientist interested in attack detection and threat intelligence, Malware Data Science will help you stay ahead of the curve.
✔ Author(s): Joshua Saxe,Hillary Sanders
✔ Title: Malware Data Science: Attack Detection and Attribution
✔ Rating : 4.6 out of 5 base on (101 reviews)
✔ ISBN-10: 1593278594
✔ ISBN-13: 9781593278595
✔ Language: English
✔ Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
✔ Device compatibles: Android, iOS, PC and Amazon Kindle
Readers' opinions about Malware Data Science by Joshua Saxe
Lucy Garraway
I must confess, this book made me shed tears like never before. The themes of love, loss, and resilience struck a chord with my soul. It was an emotional journey I'm grateful to have taken.
Aileen Menzie
This book has reignited my passion for reading. It reminded me of the sheer joy that can be found in losing oneself in the pages of a good story. I can't wait to explore more books now.
Kara Snyder
The world created in this book was unlike anything I've ever encountered. The author's imagination knows no bounds, and I was completely mesmerized by the fantastical setting.
