no code implementations • 15 Oct 2021 • Qin Hu, Shengling Wang, Zeihui Xiong, Xiuzhen Cheng
In particular, federated edge learning (FEL) becomes prominent in securing the privacy of data owners by keeping the data locally used to train ML models.
no code implementations • 26 Dec 2019 • Xidi Qu, Shengling Wang, Qin Hu, Xiuzhen Cheng
However, the separation between the data usufruct and ownership in Blockchain lead to data privacy leakage in model training and verification, deviating from the original intention of federal learning.
Cryptography and Security