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Content Provider | ACM Digital Library |
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Author | Anantharam, Venkat Jiang, Libin Walrand, Jean |
Abstract | Internet security does not only depend on the security-related investments of individual users, but also on how these users affect each other. In a non-cooperative environment, each user chooses a level of investment to minimize its own security risk plus the cost of investment. Not surprisingly, this selfish behavior often results in undesirable security degradation of the overall system. In this paper, we first characterize the price of anarchy (POA) of network security under two models: an "Effective-investment" model, and a "Bad-traffic" model. We give insight on how the POA depends on the network topology, individual users' cost functions, and their mutual influence. We also introduce the concept of "weighted POA" to bound the region of all feasible payoffs. In a repeated game, on the other hand, users have more incentive to cooperate for their long term interests. We consider the socially best outcome that can be supported by the repeated game, and give a ratio between this outcome and the social optimum. Although the paper focuses on Internet security, many results are generally applicable to games with positive externalities. |
Starting Page | 31 |
Ending Page | 36 |
Page Count | 6 |
File Format | |
ISBN | 9781605581798 |
DOI | 10.1145/1403027.1403035 |
Language | English |
Publisher | Association for Computing Machinery (ACM) |
Publisher Date | 2008-08-22 |
Publisher Place | New York |
Access Restriction | Subscribed |
Subject Keyword | Internet security Positive externality Game theory Price of anarchy |
Content Type | Text |
Resource Type | Article |
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