To address this, we utilize Leaf [71] to process the MNIST dataset, ensuring that each client has a distinct proportion of handwritten digit labels. To visualize the non-i.i.d nature of the training data, the corresponding heterogeneity is depicted in Figure 4. The specific parameter settings...