Enhancing federated learning robustness through randomization and mixture Article

Nabavirazavi, Seyedsina, Taheri, Rahim, Iyengar, Sundararaja Sitharama. (2024). Enhancing federated learning robustness through randomization and mixture . FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING-THEORY METHODS AND APPLICATIONS, 158 28-43. 10.1016/j.future.2024.04.009

cited authors

  • Nabavirazavi, Seyedsina; Taheri, Rahim; Iyengar, Sundararaja Sitharama

authors

publication date

  • September 1, 2024

published in

keywords

  • Computer Science
  • Computer Science, Theory & Methods
  • Federated learning
  • Krum aggregation function
  • Poisoning attack
  • Randomization
  • Robustness
  • Science & Technology
  • Switch aggregation
  • Technology

Digital Object Identifier (DOI)

publisher

  • ELSEVIER

start page

  • 28

end page

  • 43

volume

  • 158