Shevtsova Galina Aleksandrovna (Candidate of Historical Sciences, Associate Professor,
Head of the Department of Information Security
of the Russian State
Humanities University
)
Dobrinov Kirill Pavlovich (Postgraduate student of the Department of Information Security
of the Russian State
Humanities University
)
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the article discusses approaches to personal data depersonalization using artificial intelligence (AI) technologies in the process of development and maintenance of information systems (IS). Particular attention is paid to the architecture of AI solutions embedded in engineering practices, an overview of modern tools such as autoencoders and differential privacy, as well as examples from the financial and medical sectors is presented. The advantages of intelligent methods over traditional depersonalization schemes are substantiated, with an emphasis on the practical integration of such solutions into the life cycle of an information system.
Keywords:artificial intelligence, data depersonalization, information systems development, machine learning, autoencoders, testing, differential privacy, data engineering.
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Read the full article …
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Citation link:
Shevtsova G. A., Dobrinov K. P. USE OF AI FOR PERSONAL DATA DEPARTMENT IN IS DEVELOPMENT // Современная наука: актуальные проблемы теории и практики. Серия: Естественные и Технические Науки. -2025. -№06. -С. 257-261 DOI 10.37882/2223-2966.2025.06.51 |
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