V.I. Budzko1, V.I. Korolev2, V.G. Belenkov3, P.A. Keyer4

1–4 Federal Research Center «Computer Science» of the Russian Academy Sciences (Moscow, Russia)
1 vbudzko@ipiran.ru, 2 vkorolev@ipiran.ru, 3 vbelenkov@ipiran.ru, 4 pkeyer@ipiran.ru

The article considers the issues of ensuring the security of the information infrastructure of the data-intensive domain (DID) in the Distributed Environment of the DID-system. The approaches, system solutions and methods used in building a secure Distributed Environment of the DID-system using cloud technologies are defined. The integrated use of organizational and technical measures to ensure information security, covering the network, hardware, operational, application and data storage levels, as well as the necessary system solutions and tools are considered. The current state of the application of artificial intelligence (AI) and machine learning (ML) systems is considered. The approach, as well as methods and system solutions for building a secure Distributed Environment of the DID-system, including the issues of using AI and ML systems to ensure the security of information of DID-systems, are considered.

Budzko V.I., Korolev V.I., Belenkov V.G., Keyer P.A. Cybersecurity of systems implementing data intensive domains. Security of the information infrastructure of the data intensive domains. Highly Available Systems. 2024. V. 20. № 4. P. 15−23. DOI: https://doi.org/ 10.18127/j20729472-202404-02 (in Russian)

1. Budzko V.I., Korolev V.I., Belenkov V.G., Kejer P.A. Kiberbezopasnost` sistem, realizuyushhix intensivnoe ispol`zovanie danny`x. Mesto kiberbezopasnosti v zashhite informacii. Sistemy` vy`sokoj dostupnosti. 2024. T. 20. № 1. S. 16–29 DOI: https://doi.org/10.18127/ j20729472-202401-02
2. Budzko V.I., Medennikov V.I., Korolev V.I., Belenkov V.G., Kejer P.A. Osoben-nosti sistem s intensivny`m ispol`zovaniem danny`x kak ob``ektov obespecheniya bezopasnosti informacii na primere ASU agrotexnologicheskimi processami. Sistemy` vy`sokoj dostupnosti. 2024. T. 20. № 2. S. 28–39. DOI: https://doi.org/10.18127/j20729472-202402-02
3. Budzko V.I., Korolev V.I., Belenkov V.G., Kejer P.A. Kiberbezopasnost` sistem, realizuyushhix intensivnoe ispol`zovanie danny`x. Bezopasnost` informacionnoj infrastruktury` oblasti s intensivny`m ispol`zovaniem danny`x. Sistemy` vy`sokoj dostupnosti. 2024. T. 20. № 3. S. 5–18. DOI: https://doi.org/10.18127/j20729472-202403-01
4. Apache Hadoop 2.7.1 http://hadoop.apache.org/docs/r2.7.1/
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6. Chto takoe bezopasnost` oblaka? https://www.kaspersky.ru/resource-center/definitions/what-is-cloud-security/
7. Chto takoe oblachnaya bezopasnost`? https://www.oracle.com/cis/security/cloud-security/what-is-cloud-security/
8. Iskusstvenny`j intellekt i bezopasnost` danny`x: kak obezopasit` svoyu informaciyu v e`poxu II. https://nauchniestati.ru/spravka/ iskusstvennyj-intellekt-i-bezopasnost-dannyh-zashhita-dannyh-v-epohu-ii/?ysclid=lsd43saa7j396054738/