Data-driven security analysis, visualization, and dashboards / Jay Jacobs + Bob Rudis.

Author/creator Jacobs, Jay
Other author Rudis, Bob.
Format Electronic
Publication InfoIndianapolis, IN : Wiley, [2014]
Descriptionxix, 331 pages : illustrations (chiefly color), color maps ; 23 cm
Supplemental ContentFull text available from Ebook Central - Academic Complete
Subjects
Computer networks--Security measures.
Information visualization.
Computer security.

Contents The Journey to Data-Driven Security -- Building Your Analytics Toolbox: A Primer on Using R and Python for Security Analysis -- Learning the "Hello World" of Security Data Analysis -- Performing Exploratory Security Data Analysis -- From Maps to Regression -- Visualizing Security Data -- Learning from Security Breaches -- Breaking Up with Your Relational Database -- Demystifying Machine Learning -- Designing Effective Security Dashboards -- Building Interactive Security Visualizations -- Moving Toward Data-Driven Security.
Abstract Security professionals need all the tools at their disposal to increase their visibility in order to prevent security breaches and attacks. This careful guide explores two of the most powerful data analysis and visualization. You'll soon understand how to harness and wield data, from collection and storage to management and analysis as well as visualization and presentation. Using a hands-on approach with real-world examples, this book shows you how to gather feedback, measure the effectiveness of your security methods, and make better decisions.
Bibliography noteIncludes bibliographical references (pages 314-319) and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2013954100
ISBN9781118793725
ISBN1118793722
ISBN9781118793664
ISBN1118793668
ISBN9781118793824
ISBN111879382X

Availability

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Electronic Resources Access Content Online ✔ Available