Preventing Text Data Poisoning Attacks in Federated Machine Learning by an Encrypted Verification Key Book Chapter

Jodayree, Mahdee, He, Wenbo, Janicki, Ryszard. (2023). Preventing Text Data Poisoning Attacks in Federated Machine Learning by an Encrypted Verification Key . 14481 612-626. 10.1007/978-3-031-50959-9_42

cited authors

  • Jodayree, Mahdee; He, Wenbo; Janicki, Ryszard

authors

publication date

  • January 1, 2023

keywords

  • Backdoor Attacks in Federated Learning
  • Computer Science
  • Computer Science, Artificial Intelligence
  • Computer Science, Theory & Methods
  • Data Poisoning Attacks
  • Defense Mechanisms in Federated Learning
  • Edge Device Security in FL
  • Edge Server Vulnerabilities
  • Encrypted Verification Scheme
  • Experimental Results Federated Learning Security
  • Federated Learning Model Updates
  • Federated Learning Protocol Design
  • Federated Learning Security
  • Mathematics
  • Mathematics, Applied
  • Participant Verification in Federated Learning
  • Physical Sciences
  • Preventing Data Poisoning in FL
  • Real-time Participant Supervision in FL
  • Science & Technology
  • Technology
  • Text Data Security in Federated Learning
  • Two-phase Strategy Federated Learning

Digital Object Identifier (DOI)

International Standard Book Number (ISBN) 13

publisher

  • SPRINGER INTERNATIONAL PUBLISHING AG

start page

  • 612

end page

  • 626

volume

  • 14481