Name: Malware Data Science: Attack Detection and Attribution
Price: 45.37 EUR
Availability: InStock
Author: Joshua Saxe; Hillary Sanders
ISBN: 9781593278595

portada Malware Data Science: Attack Detection and Attribution

Malware Data Science: Attack Detection and Attribution

Type

Physical Book

Publisher

No Starch Press

Author

Joshua Saxe; Hillary Sanders

Year

2018

Language

English

Pages

272

Format

Paperback

ISBN13

9781593278595

Synopsis "Malware Data Science: Attack Detection and Attribution "

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.

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Malware Data Science: Attack Detection and Attribution - Joshua Saxe; Hillary Sanders

Synopsis "Malware Data Science: Attack Detection and Attribution "

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