Impact of Aggregation Function Randomization against Model Poisoning in Federated Learning Conference

Nabavirazavi, Seyedsina, Taheri, Rahim, Shojafar, Mohammad et al. (2024). Impact of Aggregation Function Randomization against Model Poisoning in Federated Learning . 2013 12TH IEEE INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS (TRUSTCOM 2013), 165-172. 10.1109/TrustCom60117.2023.00043

International Collaboration

cited authors

  • Nabavirazavi, Seyedsina; Taheri, Rahim; Shojafar, Mohammad; Iyengar, Sundararajan Sitharama

authors

date/time interval

  • November 1, 2023 -

publication date

  • January 1, 2024

published in

keywords

  • Computer Science
  • Computer Science, Artificial Intelligence
  • Computer Science, Information Systems
  • Computer Science, Theory & Methods
  • Federated Learning
  • Krum Aggregation Function
  • Model Poisoning Attack
  • Randomization
  • Robustness
  • Science & Technology
  • Technology
  • Telecommunications
  • Trimmed Mean aggregation

Digital Object Identifier (DOI)

International Standard Book Number (ISBN) 13

start page

  • 165

end page

  • 172