This article describes a solution for systematizing the approach to personal data protection (PDP) using the method of de-identification in the context of regulatory pressure and growing cyber threats. It proposes a comprehensive conceptual model that formalizes the de-identification process as a manageable sequence of steps, from attribute classification and method selection to mandatory verification of the result. The article also provides a comparative analysis of existing de-identification methods in terms of their applicability within the proposed model. The model serves as a basis for the development of specific algorithms, as demonstrated by the example of a data shuffling approach.
| Mualliflar | Azizova, Zarina |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashriyot | ТАТУ Фарғона филиали |
| ISSN | 2181-4252 |
| Nashr sanasi | 2026-03-18 |
| Son | 1 |
| Betlar | 247-251 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
personal data, de-identification, data privacy, regulatory compliance, information security
| APA | Azizova, Zarina (2026). Conceptual Model for Protecting Personal Data by De-Identification in Information Systems. Al-Farg'oniy avlodlari, (1), 247-251. https://al-fargoniy.uz/index.php/journal/article/view/1074 |
|---|---|
| GOST (OAK) | Azizova, Zarina Conceptual Model for Protecting Personal Data by De-Identification in Information Systems // Al-Farg'oniy avlodlari. – 2026. – № 1. – P. 247-251. |
| MLA | Azizova, Zarina. “Conceptual Model for Protecting Personal Data by De-Identification in Information Systems.” Al-Farg'oniy avlodlari, (1), 247-251, 2026. https://al-fargoniy.uz/index.php/journal/article/view/1074 |
| Chicago | Azizova, Zarina. “Conceptual Model for Protecting Personal Data by De-Identification in Information Systems.” Al-Farg'oniy avlodlari, (1), 247-251 (2026). https://al-fargoniy.uz/index.php/journal/article/view/1074 |
| Harvard | Azizova, Zarina (2026) ‘Conceptual Model for Protecting Personal Data by De-Identification in Information Systems’, Al-Farg'oniy avlodlari, (1), 247-251. https://al-fargoniy.uz/index.php/journal/article/view/1074 |
| BibTeX | @article{azizovazarina2026,
title = {Conceptual Model for Protecting Personal Data by De-Identification in Information Systems},
author = {Azizova, Zarina},
journal = {Al-Farg'oniy avlodlari},
year = {2026},
number = {1},
pages = {247-251},
url = {https://al-fargoniy.uz/index.php/journal/article/view/1074}
} |
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