Laser & Optoelectronics Progress, Volume. 60, Issue 19, 1927002(2023)

Security Analysis of Phase Encoding Continuous-Variable Quantum Key Distribution Based on K-Nearest Neighbor

Changlan Zhao and Tianyi Wang*
Author Affiliations
  • College of Big Data and Information Engineering, Guizhou University, Guiyang 550025, Guizhou, China
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    Figures & Tables(9)
    Distribution of modulated coherent states in phase space. (a) 4PSK; (b) 8PSK
    Modulation representation of KNN classification algorithm in phase space. (a) QPSK; (b) 8PSK
    Phase coded CVQKD based on KNN
    Performance of KNN algorithm under different K values in 4PSK and 8PSK modulated coherent states
    Performance of KNN algorithm under different modulation variances
    Performance of KNN algorithm at different transmission distances
    Performance of KNN algorithm under different excess noises
    Performance comparison of different protocols
    Security key rates for protocols with different modulation variances
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    Changlan Zhao, Tianyi Wang. Security Analysis of Phase Encoding Continuous-Variable Quantum Key Distribution Based on K-Nearest Neighbor[J]. Laser & Optoelectronics Progress, 2023, 60(19): 1927002

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    Paper Information

    Category: Quantum Optics

    Received: Sep. 12, 2022

    Accepted: Oct. 20, 2022

    Published Online: Sep. 25, 2023

    The Author Email: Tianyi Wang (ty.wang@gzu.edu.cn)

    DOI:10.3788/LOP222511

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