Federated Learning With Differential Privacy: Algorithms and Performance Analysis

  • Kang Wei
    School of Electrical and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China
  • Jun Li
    School of Electrical and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China
  • Ming Ding
    CSIRO Data61, Sydney, NSW, Australia
  • Chuan Ma
    School of Electrical and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China
  • Howard H. Yang
    Singapore University of Technology and Design, Singapore
  • Farhad Farokhi
    CSIRO’s Data61, Melbourne, VIC, Australia
  • Shi Jin
    National Mobile Communications Research Laboratory, Southeast University, Nanjing, China
  • Tony Q. S. Quek
    Singapore University of Technology and Design, Singapore
  • H. Vincent Poor
    Department of Electrical Engineering, Princeton University, Princeton, NJ

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