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
  • [21] Fair Decision-making Under Uncertainty
    Zhang, Wenbin
    Weiss, Jeremy C.
    2021 21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2021), 2021, : 886 - 895
  • [22] POLITICAL DECISION-MAKING UNDER UNCERTAINTY
    JENSEN, A
    NATIONALOKONOMISK TIDSSKRIFT, 1980, 118 (03): : 379 - 389
  • [23] DISTRIBUTED DECISION-MAKING UNDER UNCERTAINTY
    NOBLE, DF
    1989 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-3: CONFERENCE PROCEEDINGS, 1989, : 713 - 718
  • [24] Decision-Making under Criteria Uncertainty
    Kureychik, V. M.
    Safronenkova, I. B.
    INTERNATIONAL CONFERENCE INFORMATION TECHNOLOGIES IN BUSINESS AND INDUSTRY 2018, PTS 1-4, 2018, 1015
  • [25] DECISION-MAKING UNDER ENVIRONMENTAL UNCERTAINTY
    FAUCHEUX, S
    FROGER, G
    ECOLOGICAL ECONOMICS, 1995, 15 (01) : 29 - 42
  • [26] DISAPPOINTMENT IN DECISION-MAKING UNDER UNCERTAINTY
    BELL, DE
    OPERATIONS RESEARCH, 1985, 33 (01) : 1 - 27
  • [27] Deceptive Decision-Making under Uncertainty
    Savas, Yagiz
    Verginis, Christos K.
    Topcu, Ufuk
    THIRTY-SIXTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FOURTH CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE / THE TWELVETH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2022, : 5332 - 5340
  • [28] DECISION-MAKING UNDER CONDITIONS OF UNCERTAINTY
    SHUMAN, DW
    JUDICATURE, 1984, 67 (07) : 326 - 335
  • [29] Prediction for decision-making under uncertainty
    Norton, JP
    MODSIM 2003: INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION, VOLS 1-4: VOL 1: NATURAL SYSTEMS, PT 1; VOL 2: NATURAL SYSTEMS, PT 2; VOL 3: SOCIO-ECONOMIC SYSTEMS; VOL 4: GENERAL SYSTEMS, 2003, : 1517 - 1527
  • [30] REGRET IN DECISION-MAKING UNDER UNCERTAINTY
    BELL, DE
    OPERATIONS RESEARCH, 1982, 30 (05) : 961 - 981