Secure Communication Model For Quantum Federated Learning: A Post Quantum Cryptography (PQC) Framework

Dev Gurung; Shiva Raj Pokhrel; Gang Li

Secure Communication Model For Quantum Federated Learning: A Post Quantum Cryptography (PQC) Framework

Cryptography and Security 2023-04-27 v1 Machine Learning

Authors: Dev Gurung , Shiva Raj Pokhrel , Gang Li

Abstract

We design a model of Post Quantum Cryptography (PQC) Quantum Federated Learning (QFL). We develop a framework with a dynamic server selection and study convergence and security conditions. The implementation and results are publicly available1.

Secure Communication Model For Quantum Federated Learning: A Post Quantum Cryptography (PQC) Framework

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