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This brief introduces game- and decision-theoretical techniques for
the analysis and design of resilient interdependent networks. It
unites game and decision theory with network science to lay a
system-theoretical foundation for understanding the resiliency of
interdependent and heterogeneous network systems. The authors pay
particular attention to critical infrastructure systems, such as
electric power, water, transportation, and communications. They
discuss how infrastructure networks are becoming increasingly
interconnected as the integration of Internet of Things devices,
and how a single-point failure in one network can propagate to
other infrastructures, creating an enormous social and economic
impact. The specific topics in the book include: * static and
dynamic meta-network resilience game analysis and design; * optimal
control of interdependent epidemics spreading over complex
networks; and * applications to secure and resilient design of
critical infrastructures. These topics are supported by up-to-date
summaries of the authors' recent research findings. The authors
then discuss the future challenges and directions in the analysis
and design of interdependent networks and explain the role of
multi-disciplinary research has in computer science, engineering,
public policy, and social sciences fields of study. The brief
introduces new application areas in mathematics, economics, and
system and control theory, and will be of interest to researchers
and practitioners looking for new approaches to assess and mitigate
risks in their systems and enhance their network resilience. A
Game- and Decision-Theoretic Approach to Resilient Interdependent
Network Analysis and Design also has self-contained chapters, which
allows for multiple levels of reading by anyone with an interest in
game and decision theory and network science.
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Decision and Game Theory for Security - 11th International Conference, GameSec 2020, College Park, MD, USA, October 28-30, 2020, Proceedings (Paperback, 1st ed. 2020)
Quanyan Zhu, John S. Baras, Radha Poovendran, Juntao Chen
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R1,632
Discovery Miles 16 320
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Ships in 10 - 15 working days
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This book constitutes the refereed proceedings of the 11th
International Conference on Decision and Game Theory for Security,
GameSec 2020,held in College Park, MD, USA, in October 2020. Due to
COVID-19 pandemic the conference was held virtually The 21 full
papers presented together with 2 short papers were carefully
reviewed and selected from 29 submissions. The papers focus on
machine learning and security; cyber deception; cyber-physical
systems security; security of network systems; theoretic
foundations of security games; emerging topics.
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