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From digital divide to digital sovereignty: Safeguarding educational data sovereignty in the context of using foreign AI services

https://doi.org/10.20913/2224-1841-2026-1-2

Abstract

   Introduction. The concept of «digital sovereignty of educational data» implies maintaining control over critically important data in the context of global digitalization. The use of foreign AI services in education creates a paradox: while eliminating the traditional «digital divide», it gives rise to a new threat – the loss of sovereignty over personal data and intellectual property.

   Purpose setting.

   The aim of the research is to develop a multi-level strategy for ensuring the sovereignty of educational data for the Russian education system.

   This requires analyzing the evolution of the digital divide, systematizing the risks of using foreign AI services, and developing a comprehensive counteraction model.

   Methodology and methods of the study. The methodological basis consisted of a systems approach, comparative legal analysis, and risk modeling. The systems approach allowed for considering the problem as a set of interconnected elements, while the legal analysis revealed gaps in the legislation on the protection of educational data.

   Results. The main result is the developed multi-level strategy, which includes state-legal, institutional, and technological levels. At the state level, measures for regulatory and legal framework are proposed; at the institutional level, models of corporate policies for universities are suggested; and at the technological level, the implementation of domestic secure AI platforms is recommended.

   Conclusion. The results have practical value for shaping national policy in the field of digital education.

About the Author

E. F. Moros
Krasnoyarsk Rail Transport Institute
Russian Federation

Elena F. Moros, candidate of philosophical sciences, associate professor, associate professor at the department

department of personnel management

660029; 2i Novaya Zarya Str.; Krasnoyarsk



References

1. Chernykh S. I. Artificial Intelligence in Changing Pedagogical Design. Professional education in the modern world, 2024, no. 14 (1), pp. 10–16. (in Russ.)

2. Semenkina I. A., Pavlova T. A. Problems of ensuring digital sovereignty in the field of domestic higher education. World of pedagogy and psychology : international scientific-practical journal, 2022, no. 04 (69). URL: https://scipress.ru/pedagogy/articles/problemy-obespecheniya-tsifrovogo-suvereniteta-v-sfere-otechestvennogo-vysshego-obrazovaniya.html?ysclid=mgi1r7urnx749283631 (accessed 10. 01. 2025). (in Russ.)

3. Chungulova G. K., Orazalieva E. N. Opportunities and challenges of large language models in education on the example of ChatGPT. Science and reality, 2024, no. 4 (20), pp. 85–91. (in Russ.)

4. Romashkina G. F., Khuzyakhmetov R. R. Risks of internet addiction: structure and perception features. Education and science, 2020, vol. 22, no. 8, pp. 108–134. DOI: 10.17853/1994-5639-2020-8-108-134. (in Russ.)

5. Selyuk A. S. Personal data protection in the digital space. Kutafin University (MSAL) Bulletin. 2023, no. (2), pp.110–119. doi: 10.17803/2311–5998.2023.102.2.110–119 (in Russ.)

6. Basova E. A. Digital inequality of Russian regions: current problems and ways t o overcome them. Territorial Development issues, 2021, vol. 9, no. 4. DOI: 10.15838/tdi.2021.4.59.4. URL: http://vtr.isert-ran.ru/article/29 046. (in Russ.)

7. Zemtsov S. P., Demidova K. V., Kichaev D. Yu. The spread of the Internet and interregional digital inequality in Russia: trends, factors, and the impact of the pandemic. Baltic Region, 2022, vol. 14, no. 4, pp. 57–78. DOI: 10.5922/2079-8555-2022-4-4 (in Russ.)

8. Dudin M. N., Shkodinsky S. V., Usmanov D. I. Assessment of the impact ofdigital inequality on the level of socio-economic development of the regions of the Russian Federation. Innovation economy issues, 2021, vol. 11, no. 3, pp. 962–984. DOI: 10.18334/vinec.11.3.113 452 (in Russ.)

9. Gulina S. T., Musina D. R. Digital inequality as an obstacle to the development of regions and industries. Human progress, 2024, vol. 10, issue 5, pp. 6. URL: fhttps://progress-human.com/images/2024/Tom10_5/Gulina.pdf (in Russ.)

10. Vartanova E. L. Media Economics of Foreign Countries. Moscow: Aspect Press Publ., 2010, 335 p. (in Russ.)

11. Derevtsova I. V., Vnukova Y. A., Golovashchenko E. A. The problem of digital inequality in Russian regions as a threat to economic security. Baikal research journal, 2021, vol. 12, no. 2. (in Russ.)

12. Yakimova V. A., Khmura S. V. Measuring digital economic gaps in the business sector of regional economy. Journal of the new economic association, 2023, no. 4 (61), pp. 70–92. (in Russ.)

13. Kiseleva E. G. The impact of digitalization on the investment potential of the city. Finance: theory and practice, 2020, no. 24 (5), pp. 72–83. DOI: 10.26794/2587-5671-2020-24-5-72-83 (in Russ.)

14. Rebro O., Gladysheva A., Suchkov M., Sushentsov A. The category of «digital sovereignty» in modern world politics: challenges and opportunities for Russia. International trends, 2021, no. 19 (4), pp. 47–67. doi: 10.17994/IT.2021.19.4.67.6 (in Russ.)

15. Morozova S. S., Kurochkin A. V. Digital colonization as a threat to national security. Political expertise: politex, 2024, vol. 20, no. 1. (in Russ.)

16. Shebanova N. A. Personal data protection: experience of international regional cooperation. International law and international organizations, 2020, no. 2, pp. 69–87. DOI: 10.7256/2454–0633.2020.2.32 597 URL: https://nbpublish.com/library_read_article.php?id=32 597 (in Russ.)

17. Glandin S. V. Extraterritoriality of US sanctions in action. International justice, 2018, no. 2, pp. 105–122. (in Russ.)

18. Dinic M. The CLOUD Act & Data Archiving. Jatheon, 2024, november 12. URL: https://jatheon.com/blog/cloud-act-data-archiving/ (accessed 10. 07. 2025).

19. Lukichev P. M., Chekmarev O. P. Risks of artificial intelligence application in the higher education system. Innovation economy issues, 2024, vol. 14, no. 2, pp. 463–482. DOI: 10.18334/vinec.14.2.120731 (in Russ.)

20. Filimonova I. V. Ethical aspects of artificial intelligence use in education. Eurasian scientific journal, 2024, vol. 16, no. S1. URL: https://esj.today/PDF/64FAVN124.pdf (in Russ.)

21. Kochetkov A. P., Maslov K. V. Digital sovereignty as the basis of Russia’s national security in the global digital society. Moscow university bulletin. Series 12: Political science, 2022, no. 2, pp. 31–45. (in Russ.)

22. Zazhigalkin A. V., Mansurov T. T., Meretskov O. V. Regulation of Artificial Intelligence in Education, Kompetentnost’. Competency (Russia), 2024, no. 6, рp. 3–10. DOI: 10.24412/1993-8780-2024-6-03-10

23. Dobrinskaya D. E., Martynenko T. S. RUDN Journal of Sociology, 2019, vol. 19, no. 1, pp. 108–120. (in Russ.)

24. Moiseeva D. E. Digital governance in the EU: between rules and innovations : analytical note No. 61/2025. Russian international affairs council (RIAC). 2025. URL: https://drive.google.com/file/d/1qI0jqwNox2tWLco1SClwlp-8fq18NlOSs/view (accessed: 10. 08. 2025). (in Russ.)

25. Efremov M. A., Kholod I. I. Development of the architecture of a universal federated learning framework. Software & systems, 2022, vol. 35, no. 2, pp. 263–272. DOI: 10.15827/0236-235X.138.263–272. (in Russ.)

26. Generative AI and the EUDPR – First EDPS Orientations issued for ensuring data protection compliance. Rouse. 2024. URL: https://rouse.com/insights/news/2024/generative-ai-and-the-eudpr-first-edps-orientations-issued-for (accessed 10. 08. 2025).


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For citations:


Moros E.F. From digital divide to digital sovereignty: Safeguarding educational data sovereignty in the context of using foreign AI services. Professional education in the modern world. 2026;16(1):12-19. (In Russ.) https://doi.org/10.20913/2224-1841-2026-1-2

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ISSN 2224-1841 (Print)