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Sahinoglu M. Cyber-Risk Informatics: Engineering Evaluation with Data Science

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Sahinoglu M. Cyber-Risk Informatics: Engineering Evaluation with Data Science
Wiley, 2016. — 746 p. — ISBN 978-1-119-08751-9
This book provides a scientific modeling approach for conducting metrics-based quantitative risk assessments of cybersecurity vulnerabilities and threats.
This book provides a scientific modeling approach for conducting metrics-based quantitative risk assessments of cybersecurity threats. The author builds from a common understanding based on previous class-tested works to introduce the reader to the current and newly innovative approaches to address the maliciously-by-human-created (rather than by-chance-occurring) vulnerability and threat, and related cost-effective management to mitigate such risk. This book is purely statistical data-oriented (not deterministic) and employs computationally intensive techniques, such as Monte Carlo and Discrete Event Simulation. The enriched JAVA ready-to-go applications and solutions to exercises provided by the author at the book’s specifically preserved website will enable readers to utilize the course related problems.
Enables the reader to use the book's website's applications to implement and see results, and use them making ‘budgetary’ sense
Utilizes a data analytical approach and provides clear entry points for readers of varying skill sets and backgrounds
Developed out of necessity from real in-class experience while teaching advanced undergraduate and graduate courses by the author
Cyber-Risk Informatics is a resource for undergraduate students, graduate students, and practitioners in the field of Risk Assessment and Management regarding Security and Reliability Modeling.
Table of Contents
Metrics, Statistical Quality Control, and Basic Reliability in Cyber-Risk
Complex Network Reliability Evaluation and Estimation in Cyber-Risk
Stopping Rules for Reliability and Security Tests in Cyber-Risk
Security Assessment and Management in Cyber-Risk
Game-Theoretic Computing in Cyber-Risk
Modeling and Simulation in Cyber-Risk
Cloud Computing in Cyber-Risk
Software Reliability Modeling and Metrics in Cyber-Risk
Metrics for Software Reliability Failure-Count Models in Cyber-Risk
Practical Hands-On Lab Topics in Cyber-Risk
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