• DocumentCode
    2162937
  • Title

    An evolutionary game-theoretic framework for cyber-threat information sharing

  • Author

    Tosh, Deepak ; Sengupta, Shamik ; Kamhoua, Charles ; Kwiat, Kevin ; Martin, Andrew

  • Author_Institution
    Dept of Computer Science and Engineering, University of Nevada, Reno, USA
  • fYear
    2015
  • fDate
    8-12 June 2015
  • Firstpage
    7341
  • Lastpage
    7346
  • Abstract
    The initiative to protect against future cyber crimes requires a collaborative effort from all types of agencies spanning industry, academia, federal institutions, and military agencies. Therefore, a Cybersecurity Information Exchange (CYBEX) framework is required to facilitate breach/patch related information sharing among the participants (firms) to combat cyber attacks. In this paper, we formulate a non-cooperative cybersecurity information sharing game that can guide: (i) the firms (players)1 to independently decide whether to “participate in CYBEX and share” or not; (ii) the CYBEX framework to utilize the participation cost dynamically as incentive (to attract firms toward self-enforced sharing) and as a charge (to increase revenue). We analyze the game from an evolutionary game-theoretic strategy and determine the conditions under which the players´ self-enforced evolutionary stability can be achieved. We present a distributed learning heuristic to attain the evolutionary stable strategy (ESS) under various conditions. We also show how CYBEX can wisely vary its pricing for participation to increase sharing as well as its own revenue, eventually evolving toward a win-win situation.
  • Keywords
    Computer security; Games; Information management; Investment; Sociology; Statistics; CYBEX; Cybersecurity; Evolutionary Game Theory; Incentive Model; Information Sharing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (ICC), 2015 IEEE International Conference on
  • Conference_Location
    London, United Kingdom
  • Type

    conf

  • DOI
    10.1109/ICC.2015.7249499
  • Filename
    7249499