Dynamic Games For Network Security (springerbriefs In Electrical And Computer Engineering)
by Xiaofan He /
2018 / English / PDF
5.6 MB Download
The goal of this SpringerBrief is to collect and systematically present the state-of-the-art in this research field and the underlying game-theoretic and learning tools to the broader audience with general network security and engineering backgrounds. Particularly, the exposition of this book begins with a brief introduction of relevant background knowledge in Chapter 1, followed by a review of existing applications of SG in addressing various dynamic network security problems in Chapter 2.
A detailed treatment of dynamic security games with information asymmetry is given in Chapters 35. Specifically, dynamic security games with extra information that concerns security competitions, where the defender has an informational advantage over the adversary are discussed in Chapter 3.
The complementary scenarios where the defender lacks information about the adversary is examined in Chapter 4 through the lens of incomplete information SG. Chapter 5 is devoted to the exploration of how to proactively create information asymmetry for the defenders benefit.
The primary audience for this brief includes network engineers ted in security decision-making in dynamic network security problems. Researchers ted in the state-of-the-art research on stochastic game theory and its applications in network security will be ted in this SpringerBrief as well. Also graduate and undergraduate students ted in obtaining comprehensive information on stochastic game theory and applying it to address relevant research problems can use this SpringerBrief as a study guide. Lastly, concluding remarks and our perspective for future works are presented in Chapter 6.
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