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- Article name
- Development of an educational and methodical complex on NoSQL security: from threat modeling to automated audit
- Authors
- Kunniev Kh. M., , hasbulat_77@mail.ru, Dagestan State Technical University, Makhachkala, Russia
- Keywords
- information security / non-relational DBMS / educational and methodological complex / threat modeling / automated audit / vulnerabilities / MongoDB
- Year
- 2026 Issue 3 Pages 7 - 12
- Code EDN
- HYQQTK
- Code DOI
- 10.52190/2073-2600_2026_3_7
- Abstract
- This publication analyzes the current problem of the low level of competence of graduates of technical universities in the field of protection of non-relational database management systems (NoSQL). Despite the active migration of business to MongoDB, Redis, and Cassandra technologies, educational trajectories remain focused on classical relational models. The main vector of the study was the design of a specialized educational and methodological complex (EMC) aimed at forming practical skills in protecting NoSQL infrastructures. In the course of the work, the threat modeling technique was adapted taking into account the architectural features of non-relational storages, and a software module for automated configuration control was developed. The results of the pedagogical experiment confirmed a 25 % growth in the quality of practical training of students when using the proposed complex.
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