首页    期刊浏览 2024年10月07日 星期一
登录注册

文章基本信息

  • 标题:Surviving in Cyberspace: A Game Theoretic Approach
  • 本地全文:下载
  • 作者:Kamhoua, Charles A. ; Kwiat, Kevin A. ; Park, Joon S.
  • 期刊名称:Journal of Communications
  • 印刷版ISSN:1796-2021
  • 出版年度:2012
  • 卷号:7
  • 期号:6
  • 页码:436-450
  • DOI:10.4304/jcm.7.6.436-450
  • 语种:English
  • 出版社:ACADEMY PUBLISHER
  • 摘要:As information systems become ever more complex and the interdependence of these systems increases, a mission-critical system should have the fight-through ability to sustain damage yet survive with mission assurance in cyberspace. To satisfy this requirement, in this paper we propose a game theoretic approach to binary voting with a weighted majority to aggregate observations among replicated nodes. Nodes are of two types: they either vote truthfully or are malicious and thus lie. Voting is strategically performed based on a node’s belief about the percentage of compromised nodes in the system. Voting is cast as a stage game model that is a Bayesian Zero-sum game. In the resulting Bayesian Nash equilibrium, if more than a critical proportion of nodes are compromised, their collective decision is only 50% reliable; therefore, no information is obtained from voting. We overcome this by formalizing a repeated game model that guarantees a highly reliable decision process even though nearly all nodes are compromised. A survival analysis is performed to derive the total time of mission survival for both a one-shot game and the repeated game. Mathematical proofs and simulations support our model.
  • 关键词:Bayesian game; binary voting; cyberspace; fault-tolerant networks; fight-through; network security; survivability
国家哲学社会科学文献中心版权所有