Networked Organizational Structure of Enterprise Information Security Management Based on Digital Transformation and Genetic Algorithm

被引:3
|
作者
Di, Zhenpeng [1 ]
Liu, Yun [1 ]
Li, Shimei [1 ]
机构
[1] Guangxi Univ Finance & Econ, Sch Management Sci & Engn, Nanning, Peoples R China
关键词
digital transformation; genetic algorithm; enterprise information security; multi-objective model; networked organizational structure;
D O I
10.3389/fpubh.2022.921632
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
With the rapid development of society and economy, enterprises have also started digital transformation in order to follow the pace. Now-a-days, the development of enterprises is also faced with the risk of improper management of enterprise information security, so it is very necessary to study the networked organizational structure of enterprise information security management. The purpose of this paper is to study how to analyze the network organization structure of enterprise information security management based on genetic algorithm. This paper puts forward the difficult problems faced by enterprise information security, and how to prevent and solve the risks encountered in information security. In the experimental part of this paper, it can be seen that with the increase of the number of experiments, the work efficiency of the traditional network organization structure has increased from about 4.6 to about 17%. The work efficiency of the network organization structure based on genetic algorithm has risen from about 10 to about 50%. It shows that the work efficiency of the network organization structure based on genetic algorithm is much higher than that of the traditional network organization structure. It can be seen that the advantage percentage of enterprise information security management networked organizational structure with strong room for growth is 79-84%, and the percentage of cost savings is 75-82%. It can be seen that there are still many advantages of the networked organizational structure of enterprise information security management. The network organization structure based on genetic algorithm can not only improve the work efficiency of enterprises, but also improve the information security. Therefore, the network organization structure based on genetic algorithm is of great significance to the enterprise information security.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Approach to estimation of level of information security at enterprise based on genetic algorithm
    Stepanov, L., V
    Parinov, A., V
    Korotkikh, L. P.
    Koltsov, A. S.
    [J]. INTERNATIONAL CONFERENCE INFORMATION TECHNOLOGIES IN BUSINESS AND INDUSTRY 2018, PTS 1-4, 2018, 1015
  • [2] Matching information security vulnerabilities to organizational security profiles: a genetic algorithm approach
    Gupta, M
    Rees, J
    Chaturvedi, A
    Chi, J
    [J]. DECISION SUPPORT SYSTEMS, 2006, 41 (03) : 592 - 603
  • [3] SOME ASPECTS OF INFORMATION SECURITY IN DIGITAL ORGANIZATIONAL MANAGEMENT SYSTEMS
    Skrynnyk, Olena
    [J]. MARKETING AND MANAGEMENT OF INNOVATIONS, 2020, (04): : 279 - 289
  • [4] Information security guidance for enterprise transformation
    Anderson, John A.
    Rachamadugu, Vijay
    [J]. 10TH IEEE INTERNATIONAL ENTERPRISE DISTRIBUTED OBJECT COMPUTING CONFERENCE, PROCEEDINGS, 2006, : 459 - 462
  • [5] Overview of Information Security Management-Based on Enterprise Risk Management
    She, Jing-Huai
    Zhang, Run-Qiang
    She, Yuan
    Hou, Bing-Xin
    [J]. INTERNATIONAL CONFERENCE ON COMPUTER NETWORKS AND INFORMATION SECURITY (CNIS 2015), 2015, : 384 - 387
  • [6] IT Security in Networked Production Inadequate Security Measures Endanger the Digital Transformation
    Kiesel R.
    Kies A.
    Kreppein A.
    Schmitt R.H.
    [J]. ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb, 2021, 116 (06): : 442 - 447
  • [7] Security precautionary technology for enterprise information resource database based on genetic algorithm in age of big data
    Chen, Guiping
    [J]. JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2020, 20 (02) : 427 - 434
  • [8] Enterprise Networked Modeling Based on Information Flow
    Zhang Shoukui
    Dang Xinghua
    [J]. ADVANCES IN MANAGEMENT OF TECHNOLOGY, PT 1, 2009, : 344 - +
  • [9] Transformation of Strategic Models for Managing Human Risks of Information Security of an Enterprise as an Imperative of the Digital Industry
    Astakhova, L., V
    [J]. SCIENTIFIC AND TECHNICAL INFORMATION PROCESSING, 2021, 48 (02) : 71 - 77
  • [10] Transformation of Strategic Models for Managing Human Risks of Information Security of an Enterprise as an Imperative of the Digital Industry
    L. V. Astakhova
    [J]. Scientific and Technical Information Processing, 2021, 48 : 71 - 77