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
Author Daria S. Lavrova
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Daria S. Lavrova
Daria S. Lavrova
Affiliation
Peter the Great St. Petersburg Polytechnic University
Degree
Doctor of Technical Sciences
Russia, 195251, St. Petersburg, Polytechnicheskaya str., 29
Publications
Orcid ID
0000-0003-2849-4682

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
  • 307
  • Pages: 21-29

Detection of fake news spread using machine learning

Lavrova D. S. Zyryanova A. A. Lyrchikov A. A.
  • Year: 2025
  • Issue: Спецвыпуск
  • 4
  • 237
  • Pages: 82-98

Protection of the machine learning models from the training data membership inference

Machine learning and knowledge control systems
Muryleva A.A. Kalinin M. O. Lavrova D. S.
  • Year: 2024
  • Issue: 1
  • 1
  • 210
  • Pages: 142-152

Countering steganalysis based on generative adversarial networks

Information security application
SERGADEEVA A. I. Lavrova D. S. Aleksandrova E. B.
  • Year: 2024
  • Issue: 2
  • 1
  • 209
  • Pages: 57-65

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
  • 116
  • Pages: 169-177

Intelligent recommender system for counteracting network attacks

Goretsky I. A. Lavrova D. S.
  • Year: 2024
  • Issue: Спецвыпуск
  • 0
  • 100
  • Pages: 24-30

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
  • 211
  • Pages: 111-118

Predicting network attacks on IoT systems using regression analysis

Network and telecommunication security
Lavrova D. S. Strukova N.E.
  • Year: 2021
  • Issue: 4
  • 0
  • 77
  • Pages: 39-50

Development of a mechanism to control message integrity on the local network of vehicles

Cyber-physic systems security
Lavrova D. S. Pavlenko E. Yu. Vasileva K.V.
  • Year: 2021
  • Issue: 4
  • 0
  • 75
  • Pages: 91-100

Banking fraud detection using graph neural networks

Cyber-physic systems security
SERGADEEVA A. I. Lavrova D. S.
  • Year: 2021
  • Issue: 4
  • 1
  • 90
  • Pages: 112-122

Detection of network attacks in software-defined networks using isolating forest algorithm

Network and telecommunication security
Stepanov M. D. Pavlenko E. Yu. Lavrova D. S.
  • Year: 2021
  • Issue: 1
  • 0
  • 86
  • Pages: 62-78

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
  • 93
  • Pages: 117-130