Towards Quantum Federated Learning

Understand

Quantum Federated Learning (QFL) is an emerging interdisciplinary field that merges the principles of Quantum Computing (QC) and Federated Learning (FL), with the goal of leveraging quantum technologies to enhance privacy, security, and efficiency in the learning process.

• Currently, there is no comprehensive survey for this interdisciplinary field.
• This review offers a thorough, holistic examination of QFL.
• We aim to provide a comprehensive understanding of the principles, techniques, and emerging applications of QFL.