SECURE COMMUNICATION MODEL FOR QUANTUM FEDERATED LEARNING: A PROOF OF CONCEPT

Dev Gurung, Shiva Pokhrel, Gang Li

Keywords: Quantum Federated Learning, Post Quantum Cryptography

Abstract:

We design a model of Post Quantum Cryptography (PQC) Quantum Federated
Learning (QFL). We develop a proof of concept with a dynamic server selection
and study convergence and security conditions. We develop a preliminary study
with a proof of concept model of post-quantum secure QFL.