Research Article

An Adaptive Communication-Efficient Federated Learning to Resist Gradient-Based Reconstruction Attacks

Table 1

Hyperparameter settings and letter representation.

NotationDenote

The number of all clients
The number of compression
The number of frequency
Compression rate of single communication
The fixed rounds of updating
The mean parameters of all iterations’ communication
The number of iterations when test accuracy is beyond 90 for the first time in all iterations
The maximum of the accuracy in all iterations