TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance

Waris Gill, Ali Anwar, Muhammad Ali Gulzar

In Federated Learning, clients train models on local data and send updates to a central server, which aggregates them into a global model using a fusion algorithm. This collaborati…