Research Article

Fast and Accurate Deep Leakage from Gradients Based on Wasserstein Distance

Table 1

Comparison of DLG, iDLG, and WDLG prediction labels and prediction complexity.

DatasetsDLGiDLGiDLG_NumWDLG (%)WDLG_Num

MNIST
Fashion MNIST
SVHN
CIFAR-100
LFW

The accuracy of DLG [24], iDLG [25], and WDLG in predicting data labels. Note that iDLG and WDLG always predict the correct labels, while DLG often makes errors in predicting the true labels.