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

<div>Workflow of nonintrusive metadata capture. The code analysis module is used to obtain the deep learning dataflow by compiling the Python script. The metadata capture module is performed to identify and collect the target metadata during code execution.</div>

Security and Communication Networks

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Figure 3: Fed-DNN-Debugger: Automatically Debugging Deep Neural Network Models in Federated Learning 