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

A protection method for the global model of the federated learning systems based on a trust model

Machine learning and knowledge control systems
Krundyshev V. M. Cheskidov V. K. Kalinin M. O.
  • Year: 2024
  • Issue: 4
  • 0
  • 114
  • Pages: 94-108

An automated method for assessing the correctness of distributed algorithms using chaos engineering testing

Lyrchikov A. A. Dakhnovich A. D. Moskvin D. A.
  • Year: 2025
  • Issue: Спецвыпуск
  • 0
  • 238
  • Pages: 99-111

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
  • 315
  • Pages: 21-29