Byzantine-Resilient Federated Learning via QUBO-Based Client Selection on Quantum Annealers

Andras Ferenczi, Sutapa Samanta, Dagen Wang +1

Federated Learning (FL) trains a global model across decentralized clients while preserving data privacy, but at scale it is vulnerable to malicious updates. Byzantine-resilient ag…