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 network"

Adversarial attacks on intrusion detection systems using LSTM classifier

Network and telecommunication security
Kulikov D. A. Platonov V. V.
  • Year: 2021
  • Issue: 2
  • 0
  • 92
  • 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
  • 1
  • 102
  • 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
  • 109
  • 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
  • 0
  • 105
  • Pages: 50-54

Banking fraud detection using graph neural networks

Cyber-physic systems security
SERGADEEVA A. I. Lavrova D. S.
  • Year: 2021
  • Issue: 4
  • 1
  • 104
  • 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
  • 113
  • 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
  • 0
  • 135
  • 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
  • 217
  • 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
  • 226
  • 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
  • 1
  • 261
  • 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
  • 266
  • 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
  • 6
  • 286
  • 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
  • 3
  • 338
  • 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
  • 2
  • 325
  • Pages: 21-29