Since 1999
ISSN 2071-8217
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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
  • 0
  • 98
  • Pages: 21-29

Detection of fake news spread using machine learning

Lavrova D. S. Zyryanova A. A. Lyrchikov A. A.
  • Year: 2025
  • Issue: Спецвыпуск
  • 0
  • 25
  • Pages: 82-98

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
  • 0
  • 16
  • Pages: 111-118

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
  • 0
  • 15
  • 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
  • 0
  • 10
  • Pages: 57-65