POISCS
Problems of information security. Computer systems Peter the Great St. Petersburg Polytechnic University
Since 1999
ISSN 2071-8217
en Английский
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Articles by keywords "neural networks"

Anomaly detection in cyber-physical systems using graph neural networks

Network and telecommunication security
Ivanov M. I. Pavlenko E. Yu.
  • Year: 2021
  • Issue: 2
  • 1
  • 96
  • 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
  • 100
  • Pages: 117-130

Banking fraud detection using graph neural networks

Cyber-physic systems security
SERGADEEVA A. I. Lavrova D. S.
  • Year: 2021
  • Issue: 4
  • 1
  • 97
  • 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
  • 0
  • 127
  • 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
  • 1
  • 253
  • 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
  • 4
  • 255
  • 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
  • 3
  • 329
  • Pages: 55-68