Can Quantum Federated Learning Withstand Circuit-Level Backdoors?

Aakar Mathur, Mohammed Ruknuddin, Ashish Gupta

Quantum Federated Learning (QFL) inherits the core vulnerability of federated optimization to malicious clients, while also introducing an attack surface from variational circuit t…