Browsing Computer Science & Engineering by Author "Wang, Naiyu"

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    • BPFL: A Blockchain Based Privacy-Preserving Federated Learning Scheme 

      Wang, Naiyu; Yang, Wenti; Guan, Zhitao; Du, Xiaojiang; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Conference Paper)
      Federated Learning (FL), which allows multiple participants to co-train machine Learning models without exposing local data, has been recognized as a promising method in the past few years. However, in the FL process, the ...

    • A Practical Cross Device Federated Learning Frame-work over 5G N etworks 

      Yang, Wenti; Wang, Naiyu; Guan, Zhitao; Wu, Longfei; Du, Xiaojiang; ... more authors ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)
      The concept of federated learning (FL) was first proposed by Google in 2016. Thereafter, FL has been widely studied for the feasibility of application in various fields due to its potential to make full use of data without ...