Research Methods for Cyber Security

ISBN-13: 9780128053492 / Angielski / Miękka / 2017 / 428 str.

Thomas Edgar; David Manz

Opis

Research Methods for Cyber Security teaches scientific methods for generating impactful knowledge, validating theories, and adding critical rigor to the cyber security field. This book shows how to develop a research plan, beginning by starting research with a question, then offers an introduction to the broad range of useful research methods for cyber security research: observational, mathematical, experimental, and applied. Each research method chapter concludes with recommended outlines and suggested templates for submission to peer reviewed venues. This book concludes with information on cross-cutting issues within cyber security research. Cyber security research contends with numerous unique issues, such as an extremely fast environment evolution, adversarial behavior, and the merging of natural and social science phenomena. Research Methods for Cyber Security addresses these concerns and much more by teaching readers not only the process of science in the context of cyber security research, but providing assistance in execution of research as well.

• Presents research methods from a cyber security science perspective
• Catalyzes the rigorous research necessary to propel the cyber security field forward
• Provides a guided method selection for the type of research being conducted, presented in the context of real-world usage

Spis treści

Part I. Introduction 1. Introduction to Science 2. Science and Cyber Security 3. Starting Your Research

Part II. Observational Research Methods 4. Exploratory Study 5. Descriptive Study 6. Machine Learning

Part III: Mathematical Research Methods 7. Theoretical Research 8. Using Simulation for Research

Part IV. Experimental Research Methods 9. Hypothetico-deductive Research 10. Quasi-experimental Research

Part V. Applied Research Methods 11. Applied Experimentation 12. Applied Observational Study

Part VI: Additional Materials 13. Instrumentation 14. Addressing the Adversary 15. Scientific Ethics