Fed-DNN-Debugger: Automatically Debugging Deep Neural Network Models in Federated Learning

<div>Effects of server and clients on the MNIST dataset. The <i>x</i>-axes of the subgraphs represent the debugging round, and the <i>y</i>-axes represent the test accuracy of the model. The test accuracies of the models on the server, Client-1, Client-2, and Client-3 are plotted in blue, orange, green, and red, respectively. (a) Debugging round of Model-1. (b) Debugging round of Model-2. (c) Debugging round of Model-3. (d) Debugging round of Model-4.</div>

Security and Communication Networks

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Figure 5

Figure 5: Fed-DNN-Debugger: Automatically Debugging Deep Neural Network Models in Federated Learning 