Optimal resource allocation of quantum digital signatures with machine learning

DOI10.1007/s11128-022-03672-wOpenAlexW4297988327MaRDI QIDQ2104775

Zi-Ang Ren, Jia-Xin Xu, Yipeng Chen, Chun-Hui Zhang, Qin Wang

Publication date: 7 December 2022

Published in: Quantum Information Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11128-022-03672-w

zbMATH Keywords

machine learningparameter optimizationquantum digital signaturequantum communication network

Mathematics Subject Classification ID

Quantum cryptography (quantum-theoretic aspects) (81P94)

Cites Work

• Practical decoy-state quantum digital signature with optimized parameters
• Practical quantum digital signature with configurable decoy states
• Predicting optimal parameters with random forest for quantum key distribution
• On the learnability and design of output codes for multiclass problems

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