Vol 13, No 6 (2025)

Table of Contents

Big data and their applications

Development of method for self-correction of large language models via reinforcement learning
Rustam R. Isaev, Eugene A. Ilyushin
PDF (Russian)
1-9
Calibration of large language models based on the conformal prediction
Shamil Chankaev, Eugene Ilyushin
PDF
10-15
Developing approaches to increase the robustness of machine learning models for detecting distributed denial of service attacks
Daria V. Berber, Olga R. Laponina
PDF (Russian)
16-24
Improving the Resilience of Machine Learning Models to Adversarial Attacks for Cross-Site Scripting Detection
Maryam A. Khamzaeva, Olga R. Laponina
PDF (Russian)
25-33
Adversarial testing of machine learning models designed for SQL injection detection
Elena S. Egorova, Olga R. Laponina
PDF (Russian)
34-41

Mathematical modeling of processes and systems

Compensation of input and output disturbances for MIMO discrete-time systems with unmeasured state vector
Cong Vinh Tu, Natalia Dudarenko
PDF
42-46
Improving the accuracy of GNSS navigation on geostationary orbit through frequency correction of the reference generator based on external time stamp measurements
Ivan Sokolov
PDF (Russian)
47-53

Scientific Software in Education and Science

The use of genetic algorithm to evaluate objects based on partially contradictory data
Robert Mayer
PDF (Russian)
54-58
Frontend-development of a testing module for the "FizikaBesTain" educational system using SvelteKit metaframework
S. V. Kozlov, V. V. Kazantsev
PDF (Russian)
59-67

Theoretical Informatics and Computer Science

Reducing computational complexity of brute force algorithm in solving optimal placement of directional antenna
Aye Min Thike, Sergey Lupin
PDF
68-74

Distributed computing and information management systems

Using attribute-based access control and mTLS in microservice architecture
Danila P. Kovtun, Olga R. Laponina
PDF (Russian)
75-85

R&D of open information technologies and services to the global information infrastructure

Метод и программный комплекс расширения графических наборов данных при помощи глубокого обучения с подкреплением
Tatyana Sergeevna Evdokimova
PDF (Russian)
86-91
Practical application of GitOps methodology and CICD approaches in the development of FPGA systems
P.S. Tsyngalev, A.S. Boronnikov, G.M. Kryakhtunov
PDF (Russian)
92-99
Prerequisites for the creation of a unified automated enterprise management system (NPP) for all life cycle stages: from construction to decommissioning
S.I. Boridko, S.A. Klyatetsky
PDF (Russian)
100-106

Theoretical and applied aspects of cybersecurity

Unsupervised anomaly detection on cybersecurity data streams: a case with BETH dataset
Evgeniy Eremin
PDF
107-113
Modern Methods for Training Large Language Models with Minimal Data: From One Example to Absolute Zero – an Academic Review
Alexey Pichugov, Dmitry Namiot, Elena Zubareva
PDF (Russian)
114-124
Highly Accurate XSS Detection using CatBoost
Abdulkader Hajjouz, Elena Avksentieva
PDF
125-131
Threat Modeling Software Development for LLM-Agent-Based Systems
Olga R. Laponina, Rodion N. Kostin
PDF (Russian)
132-146
On Cyberattacks on Charging Stations
Dmitry Namiot, Alexey Pichugov, Andrey Myakishev
PDF (Russian)
147-160
Development of an Intelligent Method Based on Machine Learning for Classification of Vulnerabilities and Threats in Information Systems
Rimma Gorokhova, Petr Nikitin
PDF (Russian)
161-166