Peng, Rui, Wu, Di, Sun, Mengyao, Wu, Shaomin (2020) An attack-defense game on interdependent networks. Journal of Operational Research Society, 72 (10). pp. 2331-2341. ISSN 0160-5682. (doi:10.1080/01605682.2020.1784048) (KAR id:81743)
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Official URL: https://doi.org/10.1080/01605682.2020.1784048 |
Abstract
This paper analyzes the optimal strategies for an attacker and a defender in an attack-defense game on a network consisting of interdependent subnetworks. The defender moves first and allocates its resource to protect the network nodes. The attacker then moves and allocates its resources to attack the network nodes. The binary decision diagram is employed to obtain all potential states of the network system after attack. Considering each of its opponent’s strategies, the game player tries to maximize its own cumulative prospect value. The backward induction method is employed to obtain the game players’ optimal strategies, respectively. Different resource relationships are analyzed to testify the robustness of the main conclusions and players’ risk attitudes are also investigated. Numerical examples are used to illustrate the analysis.
Item Type: | Article |
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DOI/Identification number: | 10.1080/01605682.2020.1784048 |
Uncontrolled keywords: | attack-defense game; interdependent network; nodes; binary decision diagram; prospect value |
Subjects: | H Social Sciences > HA Statistics > HA33 Management Science |
Divisions: | Divisions > Kent Business School - Division > Department of Analytics, Operations and Systems |
Depositing User: | Shaomin Wu |
Date Deposited: | 17 Jun 2020 07:14 UTC |
Last Modified: | 09 Dec 2022 08:19 UTC |
Resource URI: | https://kar.kent.ac.uk/id/eprint/81743 (The current URI for this page, for reference purposes) |
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