This paper examines the fundamental properties of personal data and explores anonymization as a strategic approach to safeguarding privacy. It outlines the stages involved in de-identifying personal data, investigates the vulnerabilities and lead to re-identification, and analyzes the motivations behind such attacks. Additionally, the study provides a comprehensive overview of the entire lifecycle of personal data, including its collection, processing and anonymization techniques.
| Mualliflar | Azizova, Zarina, Ganiev, Abdukhalil |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashriyot | ТАТУ Фарғона филиали |
| ISSN | 2181-4252 |
| Nashr sanasi | 2025-05-20 |
| Son | 2 |
| Betlar | 15-19 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
personal data, anonymization, data protection, data depersonalization, data de-identification, re-identification
| APA | Azizova, Zarina, & Ganiev, Abdukhalil (2025). Ensuring privacy in the digital age: an algorithmic approach to data de-identification and re-identification risks. Al-Farg'oniy avlodlari, (2), 15-19. https://al-fargoniy.uz/index.php/journal/article/view/814 |
|---|---|
| GOST (OAK) | Azizova, Zarina, Ganiev, Abdukhalil Ensuring privacy in the digital age: an algorithmic approach to data de-identification and re-identification risks // Al-Farg'oniy avlodlari. – 2025. – № 2. – P. 15-19. |
| MLA | Azizova, Zarina, and Ganiev, Abdukhalil. “Ensuring privacy in the digital age: an algorithmic approach to data de-identification and re-identification risks.” Al-Farg'oniy avlodlari, (2), 15-19, 2025. https://al-fargoniy.uz/index.php/journal/article/view/814 |
| Chicago | Azizova, Zarina, and Ganiev, Abdukhalil. “Ensuring privacy in the digital age: an algorithmic approach to data de-identification and re-identification risks.” Al-Farg'oniy avlodlari, (2), 15-19 (2025). https://al-fargoniy.uz/index.php/journal/article/view/814 |
| Harvard | Azizova, Zarina, and Ganiev, Abdukhalil (2025) ‘Ensuring privacy in the digital age: an algorithmic approach to data de-identification and re-identification risks’, Al-Farg'oniy avlodlari, (2), 15-19. https://al-fargoniy.uz/index.php/journal/article/view/814 |
| BibTeX | @article{azizovazarina2025,
title = {Ensuring privacy in the digital age: an algorithmic approach to data de-identification and re-identification risks},
author = {Azizova, Zarina and Ganiev, Abdukhalil},
journal = {Al-Farg'oniy avlodlari},
year = {2025},
number = {2},
pages = {15-19},
url = {https://al-fargoniy.uz/index.php/journal/article/view/814}
} |
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