A Cybersecurity Model for Decision-Making Problems Under Uncertainty Using Game Theory

被引:0
|
作者
Cotae, Paul [1 ]
Kang, Myong
Velazquez, Alexander [2 ]
机构
[1] Univ Dist Columbia, Sch Engn & Appl Sci, Elect & Comp Engn Dept, Washington, DC 20008 USA
[2] Naval Res Lab, Ctr High Assurance Comp Syst, Washington, DC 20375 USA
关键词
game theory; decision-making; cybersecurity;
D O I
10.1109/comm48946.2020.9141991
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We propose a new cybersecurity decision-making model based on game-theory and decision-making process. The proposed model allows the cyber defender to make optimal decisions by considering perceived damage, cost of potential defensive actions, and benefit to mission. We provide detailed examples and numerical results supporting our model to show how game theory can help the decision-making process for cybersecurity by focusing on situations of conflict between an attacker and a defender.
引用
收藏
页码:15 / 22
页数:8
相关论文
共 50 条
  • [1] Using game theory to model R&D investment decision-making under uncertainty
    Sun Y.-M.
    Sun C.-X.
    Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University, 2010, 31 (08): : 1115 - 1122+1130
  • [2] QUANTUM UNCERTAINTY AND DECISION-MAKING IN GAME THEORY
    Asano, M.
    Ohya, M.
    Tanaka, Y.
    Khrennikov, A.
    Basieva, I.
    QUANTUM BIO-INFORMATICS IV: FROM QUANTUM INFORMATION TO BIO-INFORMATICS, 2011, 28 : 51 - 60
  • [3] Dynamic decision-making under uncertainty: Bayesian learning in environmental game theory
    Zhou, J.
    Petrosian, O. L.
    Gao, H.
    VESTNIK SANKT-PETERBURGSKOGO UNIVERSITETA SERIYA 10 PRIKLADNAYA MATEMATIKA INFORMATIKA PROTSESSY UPRAVLENIYA, 2024, 20 (02):
  • [4] ON UNCERTAINTY PROBLEMS IN DECISION-MAKING
    Ivanenko, V. I.
    Mikhalevich, V. M.
    CYBERNETICS AND SYSTEMS ANALYSIS, 2008, 44 (02) : 247 - 249
  • [5] DECISION-MAKING UNDER UNCERTAINTY
    Nistor, Rozalia
    Nistor, Costel
    Muntean, Mihaela-Carmen
    KNOWLEDGE MANAGEMENT AND INNOVATION: A BUSINESS COMPETITIVE EDGE PERSPECTIVE, VOLS 1-3, 2010, : 187 - 195
  • [6] Decision-making under uncertainty
    Esker, P.
    PHYTOPATHOLOGY, 2021, 111 (10) : 181 - 182
  • [7] DECISION-MAKING UNDER UNCERTAINTY
    JOHRI, HP
    REILLY, PM
    QUON, D
    BRITISH CHEMICAL ENGINEERING AND PROCESS TECHNOLOGY, 1972, 17 (7-8): : 597 - +
  • [8] DECISION-MAKING UNDER UNCERTAINTY
    REA, A
    MICROPROCESSING AND MICROPROGRAMMING, 1993, 38 (1-5): : 801 - 802
  • [10] A Process Model of Career Decision-Making and Adaptation Under Uncertainty: Expanding the Dual-Process Theory of Career Decision-Making
    Xu, Hui
    Flores, Lisa Y.
    JOURNAL OF CAREER ASSESSMENT, 2023, 31 (04) : 773 - 793