Cybersecurity Problems in the Modern World: Regularities and Prospects

Мұқаба

Дәйексөз келтіру

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Аннотация

The article considers possible approaches to studying the complex of cybersecurity problems in the modern world, which is characterized by segmentation, anti-globalization trends, aggravation of confrontation between centers of power and, as a consequence, protracted instability (hypervolatility). Particular attention is paid to the issues of defining the term «cybersecurity», the ambiguity and vagueness of the meanings invested in it in various studies, as well as the legal practice of various countries. Based on a critical analysis, the author's approach to interpreting cybersecurity in the context of a hypervolatile environment is proposed. Based on the analysis of the preliminary list of indicators reflecting the level of security of countries in cyberspace, the most significant and representative characteristics are identified. These primarily include the global cybersecurity index (GSI). At subsequent stages of the study, econometric models are proposed that formalize the patterns that affect the dynamics of the GSI. The constructed models allow us to analyze, identify and compare trends in the evolution of cybersecurity in different countries. In particular, the assumption about the influence of hidden factors on cybersecurity that are not explicitly expressed in the traditional system of socio-political indicators of states seems quite realistic.

Толық мәтін

Рұқсат жабық

Авторлар туралы

Anna Yakovleva

Herzen State Pedagogical University of Russia

Хат алмасуға жауапты Автор.
Email: yeif@mail.ru
ORCID iD: 0000-0001-9219-9405
SPIN-код: 4603-0174

Dr. Sci. (Econ.), Professor, Associate Professor

Ресей, Saint Petersburg

Pavel Konyukhovsky

Herzen State Pedagogical University of Russia

Email: kon_pv@mail.ru
ORCID iD: 0000-0002-2940-1049
SPIN-код: 9637-6933

Dr. Sci. (Econ.), Professor

Ресей, Saint Petersburg

Әдебиет тізімі

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  2. Yakovleva A.V. Legal support of cybersecurity in China / A.V. Yakovleva // Information Law. —2021. —No. 2. —pp. 37–40. —doi: 10.18572/1999-480X-2021-2-37-40.
  3. Yakovleva A.V. Problems of legal support in the formation of the institute of cyber hygiene / A.V. Yakovleva // Bulletin of the O.E. Kutafin Moscow State Law University (MSAL). —2023. —No. 2. —pp. 62–70. —doi: 10.17803/2311-5998.2023.102.2.062-070.
  4. Yakovleva A.V. Problems of legal regulation of information security in the context of the development of the digital economy / A.V. Yakovleva. —Saratov: Amirit, 2021. —272 p.
  5. Yakovleva A.V. Digital literacy: law, economics, state policy: monograph / Yakovleva A.V. —Moscow: OOO «Yur-VAK» Publishing house, 2024. —168 p.
  6. Yakovleva A.V., Konyukhovsky P.V. Problems of cybercrime in the era of hypervolatility: legal aspect // Problems of Economics and Legal Practice. —2024. —Vol. 20. No. 6. —pp. 14–34. doi: 10.33693/2541-8025-2024-20-6-14-34. EDN: ZZHBYA.
  7. Yakovleva A.V., Konyukhovsky P.V., Bi Yanwen. Hybrid wars: role in the modern world, development trends / A.V. Yakovleva, P.V. Konyukhovsky , Yanwen Bi // Economy and Entrepreneurship. —2024. —No. 11 (172). —pp. 450–465.
  8. Global Cybersecurity Index 2024. 5th Edition. —International Telecommunication Union. Telecommunication Development Bureau. Published in Switzerland Geneva, 2024. —[Electronic resource] —Access mode: URL: https://www.itu.int/en/ITU-D/Cybersecurity/Documents/GCIv5/2401416_1b_Global-Cybersecurity-Index-E.pdf (accessed on: 22.01.2025).
  9. Global Cybersecurity Outlook 2025. —January, 2025. —[Electronic resource] —Access mode: URL: https://reports.weforum.org/docs/WEF_Global_Cybersecurity_Outlook_2025.pdf (accessed on: 27.01.2025).
  10. Nan Tian, Diego Lopes da Silva, Xiao Liang, Lorenzo Scarazzato. Trends in world military expenditure, 2023. —SIPRI Fact Sheet, April 2024. —[Electronic resource] —Access mode: URL: https://www.sipri.org/sites/default/files/2024-04/2404_fs_milex_2023.pdf (accessed on: 03.08.2024).

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Әрекет
1. JATS XML
2. Fig. 1. Principle scheme for positioning countries in the ‘cybersecurity-cyberhygiene’ context.

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3. Fig. 2. Strategic documents in the sphere of information security.

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4. Fig. 3. General characterisation of the Global Cybersecurity Index (GCI).

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5. Fig. 4. Correlogram of indicators for 2024.

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6. Fig. 5. Ratio of global (GCI) to national cybersecurity indices (NCI).

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7. Fig. 6. Dynamics of places in the ratings calculated on the basis of GSI values, 2021 and 2024.

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8. Fig. 7. Country trends in the dynamics of places in the rankings calculated on the basis of GSI values, 2021 and 2024.

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9. Fig. 8. Dynamics of places in the ratings calculated by HDI values, 2022 and 2024.

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10. Fig. 9. Country trends in the dynamics of places in the rankings calculated by HDI values, 2022 and 2024.

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11. Fig. 10. Dynamics of places in the rankings calculated by ICTDI values, 2023 and 2024.

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12. Fig. 11. Country trends in the dynamics of places in the rankings calculated by ICTDI values, 2023 and 2024.

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13. Fig. 12. Regression model of GlobCybersecInd ~ CityPopul + E_GovDevInd (AIC = 285.2).

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14. Fig. 13. Regression model of GlobCybersecInd ~ CityPopul + E_GovDevInd + AI_ReadInd (AIC = 282.73).

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15. Рис. 14. Регрессионная модель GlobCybersecInd ~ CityPopul + AI_ReadInd (AIC = 283.71).

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16. Fig. 15. Distribution of variance by principal components.

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17. Fig. 16. Initial data (Table 2) in the coordinate system PC1, PC2.

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18. Fig. 17. Regression model of GlobCybersecInd ~ PC1, PC2 (AIC = 289.57).

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19. Fig. 18. Regression model of GlobCybersecInd ~ PC1, PC2, PC3 (AIC = 288.85).

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