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The role of risk preferences in a multi-target defender-attacker resource allocation game

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  • Zhang, Jing
  • Zhuang, Jun
  • Jose, Victor Richmond R.

Abstract

This paper studies a sequential defender-attacker game, where the defender allocates defensive resources to multiple potential targets while considering the risk preferences of both attacker and defender. We model and obtain analytical equilibrium results for this problem and study how risk preferences affect a player’s behavior in equilibrium. We find that in the strategic case, when both the attacker and the defender have some target valuation, the strategic attacker’s risk preferences and target valuation affect the optimal defense allocation. In particular, when the attacker becomes more risk seeking/averse, the high valuable target to the attacker would receive more/less resources. The proposed model leads to a significantly lower expected damage than a model where the attacker is incorrectly considered risk neutral, especially when the attacker is risk seeking.

Suggested Citation

  • Zhang, Jing & Zhuang, Jun & Jose, Victor Richmond R., 2018. "The role of risk preferences in a multi-target defender-attacker resource allocation game," Reliability Engineering and System Safety, Elsevier, vol. 169(C), pages 95-104.
  • Handle: RePEc:eee:reensy:v:169:y:2018:i:c:p:95-104
    DOI: 10.1016/j.ress.2017.08.002
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    3. Wang, Shuliang & Sun, Jingya & Zhang, Jianhua & Dong, Qiqi & Gu, Xifeng & Chen, Chen, 2023. "Attack-Defense game analysis of critical infrastructure network based on Cournot model with fixed operating nodes," International Journal of Critical Infrastructure Protection, Elsevier, vol. 40(C).
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    7. Zhang, Jing & Wang, Yan & Zhuang, Jun, 2021. "Modeling multi-target defender-attacker games with quantal response attack strategies," Reliability Engineering and System Safety, Elsevier, vol. 205(C).
    8. Peng, Rui & Xiao, Hui & Guo, Jianjun & Lin, Chen, 2020. "Defending a parallel system against a strategic attacker with redundancy, protection and disinformation," Reliability Engineering and System Safety, Elsevier, vol. 193(C).
    9. Mathews, Timothy & Paul, Jomon A., 2022. "Natural disasters and their impact on cooperation against a common enemy," European Journal of Operational Research, Elsevier, vol. 303(3), pages 1417-1428.
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    11. Hannah Lobban & Yasser Almoghathawi & Nazanin Morshedlou & Kash Barker, 2021. "Community vulnerability perspective on robust protection planning in interdependent infrastructure networks," Journal of Risk and Reliability, , vol. 235(5), pages 798-813, October.
    12. Zhang, Xiaoxiong & Ding, Song & Ge, Bingfeng & Xia, Boyuan & Pedrycz, Witold, 2021. "Resource allocation among multiple targets for a defender-attacker game with false targets consideration," Reliability Engineering and System Safety, Elsevier, vol. 211(C).
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    16. Zhang, Jing & Zhuang, Jun, 2019. "Modeling a multi-target attacker-defender game with multiple attack types," Reliability Engineering and System Safety, Elsevier, vol. 185(C), pages 465-475.
    17. Talebiyan, Hesam & Dueñas-Osorio, Leonardo, 2023. "Auctions for resource allocation and decentralized restoration of interdependent networks," Reliability Engineering and System Safety, Elsevier, vol. 237(C).
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