期刊
INFORMATION
卷 13, 期 11, 页码 -出版社
MDPI
DOI: 10.3390/info13110533
关键词
BPNN; multi-objective optimization; genetic algorithm; information security; mathematical model; NSGA-II
This article presents a mathematical model that aims to optimize information security management in public organizations, while considering budget limitations. Through deductive reasoning and exploratory research, the authors propose an efficient and practical support tool for improving information security and IT management in organizations.
Public organizations lack adequate models and methods to efficiently support and manage processes related to information security and IT investments. The objective is to optimize the management of strategic projects planned to improve the information security of a public organization and make efficient use of its available resources. The deductive method and exploratory research were used to review and analyze the available information. A mathematical model resulted that optimizes two objectives: (1) minimizing the costs of the strategic projects to be executed, and (2) maximizing the percentage of improvement in the organization's information security. According to the result of the simulation, a subset of planned strategic projects was obtained that allows improving the information security of a public organization from 84.64% to 92.20%, considering the budgetary limitations of the organization. It was concluded that the proposed model is efficient, practical and can be a support tool for the IT management of a public organization.
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