Conceptual model for protecting personal data by depersonalization in information systems: principles, components, and life cycle

Zarina Ildarovna Azizova

Кимёвий технология. Назорат ва бошқарув · 2026-yil

Annotatsiya

This article presents a systematic approach to personal data protection through depersonalization 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 depersonalization 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.

Maqola ma’lumotlari
MualliflarZarina Ildarovna Azizova
JurnalКимёвий технология. Назорат ва бошқарув
NashriyotТошкент давлат техника университети, «Ўзқурилишматериаллар» ДАК, «Ўзкимёсаноат» ДАК, «Совпластитал» ҚҚ, Ўзбекистон Интеллектуал мулк агентлиги
ISSN2181-1105, 1815-4840
Nashr sanasi2026-04-30
Jild2026
Son2
Betlar90-95
TilIngliz
Ilmiy sohaTexnika
DOI10.59048/2181-1105.1755
Indeksga qo‘shilgan2026-09-02

DOI: 10.59048/2181-1105.1755 · Maqolaning asl sahifasi

Ilmiy soha

Texnika

Iqtibos keltirish

APAZarina Ildarovna Azizova (2026). CONCEPTUAL MODEL FOR PROTECTING PERSONAL DATA BY DEPERSONALIZATION IN INFORMATION SYSTEMS: PRINCIPLES, COMPONENTS, AND LIFE CYCLE. Кимёвий технология. Назорат ва бошқарув, 2026(2), 90-95. https://doi.org/10.59048/2181-1105.1755
GOST (OAK)Zarina Ildarovna Azizova CONCEPTUAL MODEL FOR PROTECTING PERSONAL DATA BY DEPERSONALIZATION IN INFORMATION SYSTEMS: PRINCIPLES, COMPONENTS, AND LIFE CYCLE // Кимёвий технология. Назорат ва бошқарув. – 2026. – T. 2026, № 2. – P. 90-95. – DOI: 10.59048/2181-1105.1755.
MLAZarina Ildarovna Azizova. “CONCEPTUAL MODEL FOR PROTECTING PERSONAL DATA BY DEPERSONALIZATION IN INFORMATION SYSTEMS: PRINCIPLES, COMPONENTS, AND LIFE CYCLE.” Кимёвий технология. Назорат ва бошқарув, 2026(2), 90-95, 2026. https://doi.org/10.59048/2181-1105.1755
ChicagoZarina Ildarovna Azizova. “CONCEPTUAL MODEL FOR PROTECTING PERSONAL DATA BY DEPERSONALIZATION IN INFORMATION SYSTEMS: PRINCIPLES, COMPONENTS, AND LIFE CYCLE.” Кимёвий технология. Назорат ва бошқарув, 2026(2), 90-95 (2026). https://doi.org/10.59048/2181-1105.1755
HarvardZarina Ildarovna Azizova (2026) ‘CONCEPTUAL MODEL FOR PROTECTING PERSONAL DATA BY DEPERSONALIZATION IN INFORMATION SYSTEMS: PRINCIPLES, COMPONENTS, AND LIFE CYCLE’, Кимёвий технология. Назорат ва бошқарув, 2026(2), 90-95. https://doi.org/10.59048/2181-1105.1755
BibTeX
@article{zarinaildarovnaazizova2026,
  title = {CONCEPTUAL MODEL FOR PROTECTING PERSONAL DATA BY DEPERSONALIZATION IN INFORMATION SYSTEMS: PRINCIPLES, COMPONENTS, AND LIFE CYCLE},
  author = {Zarina Ildarovna Azizova},
  journal = {Кимёвий технология. Назорат ва бошқарув},
  year = {2026},
  volume = {2026},
  number = {2},
  pages = {90-95},
  doi = {10.59048/2181-1105.1755},
  url = {https://doi.org/10.59048/2181-1105.1755}
}

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