Dynamic Games for Network Security - Xiaofan He, Huaiyu Dai

Dynamic Games for Network Security

, (Autoren)

Buch | Softcover
X, 74 Seiten
2018 | 1st ed. 2018
Springer International Publishing (Verlag)
978-3-319-75870-1 (ISBN)
53,49 inkl. MwSt

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.

   

  

Erscheinungsdatum
Reihe/Serie SpringerBriefs in Electrical and Computer Engineering
Zusatzinfo X, 74 p.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 143 g
Themenwelt Informatik Netzwerke Sicherheit / Firewall
Technik Elektrotechnik / Energietechnik
Technik Nachrichtentechnik
Schlagworte Bayesian game • Deception • Dynamic security games • Game Theory • Incomplete Information • Information asymmetry • Markov decision process • Multi-agent reinforcement learning • Network Security • post-decision state • stochastic game
ISBN-10 3-319-75870-5 / 3319758705
ISBN-13 978-3-319-75870-1 / 9783319758701
Zustand Neuware
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von Claudia Eckert

Buch | Hardcover (2023)
De Gruyter Oldenbourg (Verlag)
84,95