Home  Journals  National Interests: Priorities and Security  7(448) - 2025 July

Conceptual framework for assessing corporate economic security through the integration of programming and machine learning techniques

ISSUE 7, JULY 2025

Article PDF Version

Received: 10 April 2025

Accepted: 28 April 2025

Available online: 15 July 2025

Subject Heading: ECONOMIC SECURITY

JEL Classification: C53, M21

Pages: 79-99

https://doi.org/10.24891/hcasfn

Subject. This article discusses the methods of assessing the corporate economic security of economic entities.
Objectives. The article aims to form a conceptual approach to assessing corporate economic security based on programming and machine learning.
Methods. For the study, we used the methods of expert evaluation, complex normalization, integral assessment, and ensemble machine learning algorithms.
Results. The article develops a step-by-step algorithm for assessing the corporate economic security of an economic entity.
Conclusions and Relevance. The proposed toolkit provides opportunities for a comprehensive analysis of corporate economic security. The assessment results can serve as the basis for managerial decision-making in the corporate sector.

Keywords: corporate economic security, machine learning methods

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