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 networks"

Malware detection using deep neural networks

Software security
Volkovskiy M. A. Ovasapyan T. D. Makarov A. S.
  • Year: 2023
  • Issue: 4
  • 3
  • 386
  • Pages: 72-83

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
  • 337
  • Pages: 155-166

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
  • 367
  • 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
  • 347
  • Pages: 191-201

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

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
  • 536
  • 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
  • 594
  • Pages: 117-130

Banking fraud detection using graph neural networks

Cyber-physic systems security
Sergadeeva A. I. Lavrova D. S.
  • Year: 2021
  • Issue: 4
  • 2
  • 535
  • Pages: 112-122

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
  • 524
  • Pages: 169-177

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

Prisich M. A. Bezborodko A. I.
  • Year: 2025
  • Issue: Спецвыпуск
  • 2
  • 695
  • 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
  • 660
  • Pages: 131-142

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
  • 763
  • Pages: 55-68