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
  • [11] Research on Grey Risk Decision-Making Method based on Priority Index
    Luo Dang
    Luo Dixin
    Zhang Yi
    Qin Yuhui
    2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), VOLS 1-6, 2008, : 1304 - +
  • [12] Multi-attribute perceptual fuzzy information decision-making technology in investment risk assessment of green finance Projects
    Feng, Jianjie
    JOURNAL OF INTELLIGENT SYSTEMS, 2024, 33 (01)
  • [13] Supporting decision-making in patient risk assessment using a hierarchical fuzzy model
    Alessandro Jatobá
    Hugo Cesar Bellas
    Isabella Koster
    Catherine M. Burns
    Mario Cesar R. Vidal
    Cláudio Henrique S. Grecco
    Paulo Victor R. de Carvalho
    Cognition, Technology & Work, 2018, 20 : 477 - 488
  • [14] Decision-Making and Planning Method for Autonomous Vehicles Based on Motivation and Risk Assessment
    Wang, Yisong
    Wang, Chunyan
    Zhao, Wanzhong
    Xu, Can
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 70 (01) : 107 - 120
  • [15] Risk assessment in IT outsourcing using fuzzy decision-making approach: An Indian perspective
    Samantra, Chitrasen
    Datta, Saurav
    Mahapatra, Siba Shankar
    EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (08) : 4010 - 4022
  • [16] Supporting decision-making in patient risk assessment using a hierarchical fuzzy model
    Jatoba, Alessandro
    Bellas, Hugo Cesar
    Koster, Isabella
    Burns, Catherine M.
    Vidal, Mario Cesar R.
    Grecco, Claudio Henrique S.
    de Carvalho, Paulo Victor R.
    COGNITION TECHNOLOGY & WORK, 2018, 20 (03) : 477 - 488
  • [17] ECOGENETICS OF MERCURY: FROM GENETIC POLYMORPHISMS AND EPIGENETICS TO RISK ASSESSMENT AND DECISION-MAKING
    Basu, Niladri
    Goodrich, Jaclyn M.
    Head, Jessica
    ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY, 2014, 33 (06) : 1248 - 1258
  • [18] RISK ASSESSMENT AND DECISION-MAKING IN GEOLOGY-DRIVEN PROJECTS: A MANAGEMENT PERSPECTIVE
    Carvalho, Annesly Anton
    Karthikeyan, K.
    Sudhahar, J. Clement
    Jesiah, Selvam
    ARCHIVES FOR TECHNICAL SCIENCES, 2024, (31): : 329 - 339
  • [19] Employing a Risk Assessment Tool for Shared Decision-Making in Breast Cancer Screening
    Krueger, Louisa
    CREATIVE NURSING, 2024, 30 (01) : 21 - 28
  • [20] A Quantitative Risk Assessment Approach Based on VPRS and Group Decision-making Theory
    Cheng, Xiaorong
    Geng, Xin
    Wei, Yan
    2009 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND COMPUTER SCIENCE, VOL 1, PROCEEDINGS, 2009, : 456 - 459