عنوان

Malware data science :

(Number (ISBN

1593278608

(Number (ISBN

9781593278601

Erroneous ISBN

9781593278595

Title Proper

Malware data science :

General Material Designation

[Book]

Other Title Information

attack detection and attribution /

First Statement of Responsibility

by Joshua Saxe with Hillary Sanders.

Place of Publication, Distribution, etc.

San Francisco, CA :

Name of Publisher, Distributor, etc.

No Starch Press,

Date of Publication, Distribution, etc.

[2018]

Specific Material Designation and Extent of Item

1 online resource :

Other Physical Details

illustrations

Text of Note

Includes index.

Text of Note

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.

Source for Acquisition/Subscription Address

OverDrive, Inc.

Source for Acquisition/Subscription Address

Safari Books Online

Stock Number

1F27EC2A-DB61-434D-B1BF-2C6D1A97EFCF

Stock Number

CL0500000992

Computer security.

Computer viruses.

Debugging in computer science.

Malware (Computer software)

Computer security.

Computer viruses.

COMPUTERS-- Security-- Viruses & Malware.

Debugging in computer science.

Malware (Computer software)

COM-- 015000

Number

Edition

Class number

Book number

Saxe, Joshua

Sanders, Hillary

Date of Transaction

20200823044913.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y