Dynamic Games for Network Security

Autor: Xiaofan He, Huaiyu Dai

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Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern în cantități mici

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The goal of this SpringerBrief is to collect and systematically present the state-of-the-art in this...

Informații despre carte

Autor

Xiaofan He, Huaiyu Dai

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2018

Pagini

EAN

9783319758701

ISBN

3319758705

Enbook ID

18836124

Editura

Springer International Publishing AG

Greutate

1416

Dimensiuni

155 x 235 x 6

Descriere completă

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 3-5. 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 defender's benefit. The primary audience for this brief includes network engineers interested in security decision-making in dynamic network security problems. Researchers interested in the state-of-the-art research on stochastic game theory and its applications in network security will be interested in this SpringerBrief as well. Also graduate and undergraduate students interested 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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