Certifiably Robust Model Evaluation in Federated Learning under Meta-Distributional Shifts

Amir Najafi, Samin Mahdizadeh Sani, Farzan Farnia

We address the challenge of certifying the performance of a federated learning model on an unseen target network using only measurements from the source network that trained the mo…