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Security and Cryptology Lect.Notes ComputerState-of-the-Art Surveys

Adversarial and Uncertain Reasoning for Adaptive Cyber Defense

Control- and Game-Theoretic Approaches to Cyber Security

Editors: Jajodia, S., Cybenko, G., Liu, P., Wang, C., Wellman, M. (Eds.)

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  • Presents a new class of technologies that help prevent cyber attacks
  • Features research by international experts
  • Synthesizes recent advances
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eBook $54.99
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  • ISBN 978-3-030-30719-6
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  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
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  • ISBN 978-3-030-30718-9
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  • Usually dispatched within 3 to 5 business days.
About this book

Today’s cyber defenses are largely static allowing adversaries to pre-plan their attacks. In response to this situation, researchers have started to investigate various methods that make networked information systems less homogeneous and less predictable by engineering systems that have homogeneous functionalities but randomized manifestations.

The 10 papers included in this State-of-the Art Survey present recent advances made by a large team of researchers working on the same US Department of Defense Multidisciplinary University Research Initiative (MURI) project during 2013-2019. This project has developed a new class of technologies called Adaptive Cyber Defense (ACD) by building on two active but heretofore separate research areas: Adaptation Techniques (AT) and Adversarial Reasoning (AR). AT methods introduce diversity and uncertainty into networks, applications, and hosts. AR combines machine learning, behavioral science, operations research, control theory, and game theory to address the goal of computing effective strategies in dynamic, adversarial environments.

 

Table of contents (10 chapters)

Table of contents (10 chapters)
  • Overview of Control and Game Theory in Adaptive Cyber Defenses

    Pages 1-11

    Cybenko, George (et al.)

  • Control-Theoretic Approaches to Cyber-Security

    Pages 12-28

    Miehling, Erik (et al.)

  • Game Theoretic Approaches to Cyber Security: Challenges, Results, and Open Problems

    Pages 29-53

    Tavafoghi, Hamidreza (et al.)

  • Reinforcement Learning for Adaptive Cyber Defense Against Zero-Day Attacks

    Pages 54-93

    Hu, Zhisheng (et al.)

  • Moving Target Defense Quantification

    Pages 94-111

    Albanese, Massimiliano (et al.)

Buy this book

eBook $54.99
price for USA in USD (gross)
  • ISBN 978-3-030-30719-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
  • ISBN 978-3-030-30718-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Adversarial and Uncertain Reasoning for Adaptive Cyber Defense
Book Subtitle
Control- and Game-Theoretic Approaches to Cyber Security
Editors
  • Sushil Jajodia
  • George Cybenko
  • Peng Liu
  • Cliff Wang
  • Michael Wellman
Series Title
Security and Cryptology
Series Volume
11830
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-30719-6
DOI
10.1007/978-3-030-30719-6
Softcover ISBN
978-3-030-30718-9
Edition Number
1
Number of Pages
VII, 263
Number of Illustrations
75 b/w illustrations, 45 illustrations in colour
Topics