Research Article

A Blockchain-Based Federated Learning Method for Smart Healthcare

Table 1

Main symbols.

SymbolsDefinitions

TThe total number of training rounds
KThe number of MIoT devices
MThe size of the verification committee
The local gradient of i-th device in the t-th training round
The noised gradient of i-th device in the t-th training round
The gradient clipping threshold in the t-th training round
GPrior threshold
Privacy budget
Violation probability of the “pure” differential privacy