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Cyber-Risk Informatics - Engineering Evaluation with Data Science (Hardcover)
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Cyber-Risk Informatics - Engineering Evaluation with Data Science (Hardcover)
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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. Mehmet Sahinoglu, a Professor (1990) Emeritus
(2000), is the founder of the Informatics Institute (2009) and its
SACS-accredited (2010) and NSA-certified (2013) flagship
Cybersystems and Information Security (CSIS) graduate program (the
first such full degree in-class program in Southeastern USA) at
AUM, Auburn University s metropolitan campus in Montgomery,
Alabama. He is a fellow member of the SDPS Society, a senior member
of the IEEE, and an elected member of ISI. Sahinoglu is the
recipient of Microsoft's Trustworthy Computing Curriculum (TCC)
award and the author of Trustworthy Computing (Wiley, 2007).
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