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

Dev Gurung, Shiva Raj Pokhrel, Gang Li
4/26/2023
cs.CRcs.LG

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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.

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Cite this paper

@article{gurung2023secure,
  title  = {Secure Communication Model For Quantum Federated Learning: A Post Quantum Cryptography (PQC) Framework},
  author = {Dev Gurung and Shiva Raj Pokhrel and Gang Li},
  year   = {2023},
  eprint = {2304.13413},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2304.13413v1}
}

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