Scientific note

Can Quantum Federated Learning Withstand Circuit-Level Backdoors?

Quantum Federated Learning (QFL) inherits the core vulnerability of federated optimization to malicious clients, while also introducing an attack surface from variational circuit training and measurement-driven gradients.