POISCS
Problems of information security. Computer systems Peter the Great St. Petersburg Polytechnic University
Since 1999
ISSN 2071-8217
en Английский
Version for the visually impaired
Submit Your Paper
Publication schedule
  • №1 March 2026

Articles by keywords "neural network"

Identification of a person in uniform based on video stream data using the YOLO convolutional neural network

Machine learning and knowledge control systems
Kornienko A. A. Kornienko S. V. Nikitin A. B. Orlov V. A.
  • Year: 2026
  • Issue: 1
  • 0
  • 15
  • Pages: 176-186

Cyber resilience of digital substations: intelligent technology for cyber threat detection and adaptive environment management

Cyber-physic systems security
Zegzhda D. P. Gavva G. D. Kalinin M. O. Ovasapyan T. D. Tolstykh M. A.
  • Year: 2026
  • Issue: 1
  • 0
  • 19
  • Pages: 152-167

Attack detection by artificial neural networks

Network and telecommunication security
Tatarnikova T. M. Sikarev I. A.
  • Year: 2023
  • Issue: 4
  • 1
  • 377
  • Pages: 84-94

Malware detection using deep neural networks

Software security
Volkovskiy M. A. Ovasapyan T. D. Makarov A. S.
  • Year: 2023
  • Issue: 4
  • 3
  • 385
  • Pages: 72-83

Development of a trainable neural network for analysis of linguistic data

Machine learning and knowledge control systems
Grigoriev M. D. Tatarnikova T. M.
  • Year: 2023
  • Issue: 3
  • 0
  • 340
  • Pages: 170-176

ADAPTIVE NEUTRALIZATION OF CYBERPHYSICAL SYSTEMS STRUCTURAL BREACH BASE ON GRAPH ARTOFOCAL NEURAL NETWORKS

Information security cyber-physic systems
Aleksandrova E. B. Shtyrkina A. A.
  • Year: 2022
  • Issue: 4
  • 1
  • 352
  • Pages: 89-100

STUDY OF MACHINE LEARNING METHODS TO ENSURE INFORMATION SECURITY IN RETAIL TRADING OPERATIONS

Machine learning and knowledge control systems
Bezzateev S. V. Elina T. N. KRASNIKOV N.S.
  • Year: 2022
  • Issue: 3
  • 0
  • 336
  • Pages: 155-166

VOICE IDENTIFICATION METHOD BASED ON MACHINE LEARNING

Machine learning and knowledge control systems
SHNIPEROV A.N. POTYLITSINA Y.V.
  • Year: 2022
  • Issue: 3
  • 0
  • 341
  • Pages: 143-154

A MODEL OF DIFFERENTIATION OF ACCESS RIGHTS FOR A VIRTUAL SQUAD OF UNMANNED AERIAL VEHICLES

Research, monitoring and optimization of automated technological processes and productions control systems
Kurakin A. S.
  • Year: 2022
  • Issue: 3
  • 1
  • 338
  • Pages: 121-129

Comparative analysis of the problems of the application of steganography methods in the implementation of illegal actions and its role in digital forensics

Information security application
Fedosenko M.Yu. Bezzateev S. V.
  • Year: 2023
  • Issue: 3
  • 2
  • 364
  • Pages: 33-57

Artificial neural networks in the navigation safety system of autonomous unmanned vessels

Machine learning and knowledge control systems
Milyakov D. F. Sikarev I. A. Travin S. V.
  • Year: 2023
  • Issue: 2
  • 1
  • 346
  • Pages: 191-201

Method of cyberphysical system topology reconfiguration based on graph artificial neural network

Cyber-physic systems security
Shtyrkina A. A.
  • Year: 2023
  • Issue: 2
  • 0
  • 368
  • Pages: 173-182

COMPARISON OF THE EFFECTIVENESS OF ANOMALY DETECTION BY MACHINE LEARNING ALGORITHMS WITHOUT A TEACHER

Machine learning and knowledge control systems
Gololobov N. V. Pavlenko E. Yu.
  • Year: 2022
  • Issue: 2
  • 0
  • 373
  • Pages: 135-147

Fake posts detection using graph neural networks

Network and telecommunication security
Izotova O. A. Lavrova D. S.
  • Year: 2021
  • Issue: 3
  • 3
  • 447
  • Pages: 34-43

The impact of adversarial attacks on deep learning models

Machine learning and knowledge control systems
Spirin A. A. Lebin M. E. Gindin E. M. Isakova N. Yu.
  • Year: 2025
  • Issue: 4
  • 9
  • 484
  • Pages: 163-183

Software for detecting potentially dangerous items at mass event entries using computer vision

Technological systems, algorithmization of tasks and control objects modeling
Gulkin K. D. Bakaeva O. A.
  • Year: 2025
  • Issue: 4
  • 4
  • 392
  • Pages: 110-120

Adversarial attacks on intrusion detection systems using LSTM classifier

Network and telecommunication security
Kulikov D. A. Platonov V. V.
  • Year: 2021
  • Issue: 2
  • 0
  • 535
  • Pages: 48-56

Anomaly detection in cyber-physical systems using graph neural networks

Network and telecommunication security
Ivanov M. I. Pavlenko E. Yu.
  • Year: 2021
  • Issue: 2
  • 2
  • 535
  • Pages: 21-40

Anomaly detection in cyber-physical systems using graph neural networks

Information security cyber-physic systems
Vasileva K.V. Lavrova D. S.
  • Year: 2021
  • Issue: 1
  • 0
  • 591
  • Pages: 117-130

Protection against adversarial attacks on malicious executable detection methods using machine learning algorithms

Network and telecommunication security
Marshev I. I. Zhukovskii E. V. Aleksandrova E. B.
  • Year: 2021
  • Issue: 1
  • 1
  • 552
  • Pages: 50-54

Banking fraud detection using graph neural networks

Cyber-physic systems security
Sergadeeva A. I. Lavrova D. S.
  • Year: 2021
  • Issue: 4
  • 2
  • 534
  • Pages: 112-122

Method for searching for clones of program code in binary executable files

Zavadskii E. V. Bulat A. V.
  • Year: 2024
  • Issue: Спецвыпуск
  • 0
  • 493
  • Pages: 46-55

Detection of artificially synthesized audio files using graph neural networks

Machine learning and knowledge control systems
Izotova O. A. Lavrova D. S.
  • Year: 2024
  • Issue: 2
  • 2
  • 523
  • Pages: 169-177

Application of machine learning methods in the problem of searching area of interest for biometric identification based on the pattern of palm veins

Machine learning and knowledge control systems
Almuhamedov A. I. Kolomoitcev V. S.
  • Year: 2023
  • Issue: 1
  • 0
  • 572
  • Pages: 128-138

DDoS attacks detection based on a modular neural network

Machine learning and knowledge control systems
Sergadeeva A. I. Lavrova D. S.
  • Year: 2023
  • Issue: 1
  • 2
  • 583
  • Pages: 111-118

The use of convolutional neural networks to enhance the security of steganographic methods

Prisich M. A. Bezborodko A. I.
  • Year: 2025
  • Issue: Спецвыпуск
  • 2
  • 691
  • Pages: 134-144

The application of machine learning algorithms in securing IoT-systems network infrastructure in water transport systems

Research, monitoring and optimization of automated technological processes and productions control systems
Arbuzov A. M. Nyrkov A. P. Terekhov A. N. Li I. V. Demenev D. A.
  • Year: 2025
  • Issue: 2
  • 5
  • 659
  • Pages: 131-142

Analysis of the possibilities of using biometric characteristics to identify a potential internal violator based on his psycho-emotional state

Information security application
Adadurov S. E. Kornienko A. A. Kornienko S. V. Osipenko E. D.
  • Year: 2025
  • Issue: 2
  • 10
  • 698
  • Pages: 9-20

Building a semantic space of intentions using generative pre-trained models for solving the spam filtering task

Network and telecommunication security
Zhukov I. Yu. Balashova E. E. Mandrov A. P. Kravchenko N. D.
  • Year: 2025
  • Issue: 3
  • 7
  • 762
  • Pages: 55-68

Protecting neural network models from privacy violation threats in federated learning using optimization methods

Machine learning and knowledge control systems
Bezborodov P. D. Lavrova D. S.
  • Year: 2025
  • Issue: 1
  • 5
  • 734
  • Pages: 21-29