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Defense strategies for asymmetric networked systems under composite utilities

  • Nageswara S.V. Rao
  • , Chris Y.T. Ma
  • , Kjell Hausken
  • , Fei He
  • , David K.Y. Yau
  • , Jun Zhuang
  • Oak Ridge National Laboratory
  • Hang Seng University of Hong Kong
  • University of Stavanger
  • Texas A&M University-Kingsville

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

7 Scopus citations

Abstract

We consider an infrastructure of networked systems with discrete components that can be reinforced at certain costs to guard against attacks. The communications network plays a critical, asymmetric role of providing the vital connectivity between the systems. We characterize the correlations within this infrastructure at two levels using (a) aggregate failure correlation function that specifies the infrastructure failure probability given the failure of an individual system or network, and (b) first-order differential conditions on system survival probabilities that characterize component-level correlations. We formulate an infrastructure survival game between an attacker and a provider, who attacks and reinforces individual components, respectively. They use the composite utility functions composed of a survival probability term and a cost term, and the previously studied sum-form and product-form utility functions are their special cases. At Nash Equilibrium, we derive expressions for individual system survival probabilities and the expected total number of operational components. We apply and discuss these estimates for a simplified model of distributed cloud computing infrastructure.

Original languageEnglish
Title of host publicationMFI 2017 - 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages384-389
Number of pages6
ISBN (Electronic)9781509060641
DOIs
StatePublished - Dec 7 2017
Event13th IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2017 - Daegu, Korea, Republic of
Duration: Nov 16 2017Nov 18 2017

Publication series

NameIEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems
Volume2017-November

Conference

Conference13th IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2017
Country/TerritoryKorea, Republic of
CityDaegu
Period11/16/1711/18/17

Keywords

  • Aggregated correlation function
  • Composite utilities
  • Game theory
  • Nash Equilibrium
  • Networked systems

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