• DocumentCode
    1326245
  • Title

    How Bad Are Selfish Investments in Network Security?

  • Author

    Jiang, Libin ; Anantharam, Venkat ; Walrand, Jean

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Univ. of California, Berkeley, Berkeley, CA, USA
  • Volume
    19
  • Issue
    2
  • fYear
    2011
  • fDate
    4/1/2011 12:00:00 AM
  • Firstpage
    549
  • Lastpage
    560
  • Abstract
    We study a network security game where strategic players choose their investments in security. Since a player´s investment can reduce the propagation of computer viruses, a key feature of the game is the positive externality exerted by the investment. With selfish players, unfortunately, the overall network security can be far from optimum. The contributions of this paper are as follows. 1) We first characterize the price of anarchy (POA) in the strategic-form game under an “Effective-investment” model and a “Bad-traffic” model, and give insight on how the POA depends on individual players´ cost functions and their mutual influence. We also introduce the concept of “weighted POA” to bound the region of payoff vectors. 2) In a repeated game, players have more incentive to cooperate for their long term interests. We consider the socially best outcome that can be supported by the repeated game, as compared to the social optimum. 3) Next, we compare the benefits of improving security technology and improving incentives, and show that improving technology alone may not offset the price of anarchy. 4) Finally, we characterize the performance of correlated equilibrium (CE). Although the paper focuses on network security, many results are generally applicable to games with positive externalities .
  • Keywords
    computer network security; computer viruses; game theory; investment; bad traffic model; computer virus; correlated equilibrium; effective investment model; network security game; price of anarchy; security technology; strategic player; Biological system modeling; Cost function; Games; Internet; Investments; Mathematical model; Security; Correlated equilibrium (CE); game theory; network security; positive externality; price of anarchy (POA); repeated game;
  • fLanguage
    English
  • Journal_Title
    Networking, IEEE/ACM Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6692
  • Type

    jour

  • DOI
    10.1109/TNET.2010.2071397
  • Filename
    5575384