Research on information system assets risk assessment and defense decision-making

被引:0
|
作者
Sha Fu
Hang-jun Zhou
Ye-zhi Xiao
机构
[1] Hunan University of Finance and Economics,
来源
Journal of Ambient Intelligence and Humanized Computing | 2023年 / 14卷
关键词
Information system assets; Risk assessment; Information entropy; Index importance calculation; Interval-valued intuitionistic fuzzy number; Projection model;
D O I
暂无
中图分类号
学科分类号
摘要
The open interconnection of information networks, the inherent vulnerabilities and design deficiencies of information system assets have brought great difficulties to security and management of information systems, posing potential security risks to the transmission, storage and processing of data. In this study, in order to work out a decision-making plan about risk assessment of information system assets, Euclidean distance is firstly used to calculate the deviation degree of expert evaluation data, referring to the deviation between index evaluation data and evaluation average value of different experts, in combination with the fact that the evaluation data is interval-valued intuitionistic fuzzy number (IVIFN) and the index weight is unknown, and then the index weight vector is determined by the index importance calculation method based on information entropy. Next, in the decision matrix processing, interval intuitionistic fuzzy ideal points (IIFIP) and related theories are used to aggregate interval-valued intuitionistic fuzzy information, calculate the score vector of each scheme, and a projection model is constructed to measure the similarity between each scheme and IIFIP. The proposed projection model not only can describe the uncertainties of the problems and the hesitancy of the decision makers, but also can decrease subjective and increase objectives of the decision making results. Finally, it is verified through the case analysis that the proposed method has good practicability and effectiveness in the security risk assessment.
引用
收藏
页码:1229 / 1241
页数:12
相关论文
共 50 条
  • [21] Risk assessment for the integrated energy system using a hesitant fuzzy multi-criteria decision-making framework
    Xu, Fangqiu
    Gao, Kaiye
    Xiao, Bowen
    Liu, Jicheng
    Wu, Zixuan
    ENERGY REPORTS, 2022, 8 : 7892 - 7907
  • [22] Risk assessment in system FMEA combining fuzzy weighted average with fuzzy decision-making trial and evaluation laboratory
    Liu, Hu-Chen
    You, Jian-Xin
    Lin, Qing-Lian
    Li, Hui
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2015, 28 (07) : 701 - 714
  • [23] Information entropy method of grey decision-making in building construction projects bidding assessment
    Yu Xiaobei
    Li Sizheng
    Huo Da
    PROCEEDINGS OF THE 14TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS A AND B: BUILDING CORE COMPETENCIES THROUGH IE&EM, 2007, : 1364 - 1368
  • [24] Emerging methods and tools for environmental risk assessment, decision-making, and policy for nanomaterials: summary of NATO Advanced Research Workshop
    Igor Linkov
    Jeffery Steevens
    Gitanjali Adlakha-Hutcheon
    Erin Bennett
    Mark Chappell
    Vicki Colvin
    J. Michael Davis
    Thomas Davis
    Alison Elder
    Steffen Foss Hansen
    Pertti Bert Hakkinen
    Saber M. Hussain
    Delara Karkan
    Rafi Korenstein
    Iseult Lynch
    Chris Metcalfe
    Abou Bakr Ramadan
    F. Kyle Satterstrom
    Journal of Nanoparticle Research, 2009, 11 : 513 - 527
  • [25] Emerging methods and tools for environmental risk assessment, decision-making, and policy for nanomaterials: summary of NATO Advanced Research Workshop
    Linkov, Igor
    Steevens, Jeffery
    Adlakha-Hutcheon, Gitanjali
    Bennett, Erin
    Chappell, Mark
    Colvin, Vicki
    Davis, J. Michael
    Davis, Thomas
    Elder, Alison
    Foss Hansen, Steffen
    Hakkinen, Pertti Bert
    Hussain, Saber M.
    Karkan, Delara
    Korenstein, Rafi
    Lynch, Iseult
    Metcalfe, Chris
    Ramadan, Abou Bakr
    Satterstrom, F. Kyle
    JOURNAL OF NANOPARTICLE RESEARCH, 2009, 11 (03) : 513 - 527
  • [26] Risk and Decision-Making: A Workshop for Environmental Professionals
    Wade, Michael J.
    Gettmann, Kimberly Day
    Behrsing, Tracy
    Sciullo, Eric
    Davis, Brian
    HUMAN AND ECOLOGICAL RISK ASSESSMENT, 2014, 20 (01): : 263 - 271
  • [27] Risk based decision-making in plant design
    Piccinini, Norberto
    Demichela, Micaela
    CANADIAN JOURNAL OF CHEMICAL ENGINEERING, 2008, 86 (03): : 316 - 322
  • [28] INFORMATION SECURITY RISK ASSESSMENT: BAYESIAN PRIORITIZATION FOR AHP GROUP DECISION MAKING
    Eren-Dogu, Zeynep Filiz
    Celikoglu, Can Cengiz
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2012, 8 (11): : 8019 - 8032
  • [29] Information and decision-making delays in MRP, KANBAN, and CONWIP
    Gong, Qiguo
    Yang, Yuru
    Wang, Shouyang
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2014, 156 : 208 - 213
  • [30] A decision-making model for blasting risk assessment in mines using FBWM and GRA methods
    Soltani, Edris
    Ahmadi, Omran
    Rashnoudi, Payam
    SCIENTIFIC REPORTS, 2024, 14 (01):