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arXiv:2610.38048

Continuous variable quantum key distribution through a fading channel with minimal information leakage

Josephine Dias, Timothy C. Ralph

quant-phSubmitted Oct 27, 2026• Announced Oct 29, 2026• 0 citations
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Abstract

Continuous variable quantum key distribution enables two parties to extract provably secure keys for cryptography by exploiting aspects of quantum mechanics. A central challenge in achieving QKD over long distances is overcoming optical loss, which limits the secret key rates and achievable transmission distances. Recent work has illustrated how to perform continuous variable quantum key distribution while eliminating information leakage to an eavesdropper in a pure-loss channel and minimizing information leakage in a noisy channel. In this work, we analyse this protocol under conditions where the quantum channel linking the sender and receiver is a fading channel, which can be used to model free-space links. We find that the protocol maintains strong performance over fading channels and outperforms comparable protocols.

AI Summary

The paper asks whether a previously proposed heralded squeezed-state CV-QKD protocol, designed to eliminate Eve’s information in pure-loss channels, remains effective over fading free-space links when active eavesdropping and finite-size effects are included. It compares the protocol with squeezed-state homodyne and coherent-state heterodyne schemes using covariance-matrix calculations, Gaussian entangling-cloner individual attacks, and Holevo bounds for collective attacks. Fading is represented through an effective transmissivity $T=\langle\sqrt{\eta}\rangle^2$ and quadrature-dependent added noise $\operatorname{Var}(\sqrt{\eta})(b_q-1)$. Setting the key-generating quadrature variance to shot noise, $b_x=1$, cancels this fading-induced contribution, but not excess noise. Numerical comparisons use excess noise $\xi=0.05$, squeezing capped at $10\,\mathrm{dB}$, and fading variance up to $0.01$. Under the individual-attack model, the heralded protocol retains positive asymptotic rates beyond $30\,\mathrm{dB}$ effective loss. With finite-size corrections at block size $N=10^{10}$ and reconciliation efficiency $\beta=0.95$, its loss range is approximately $18\,\mathrm{dB}$, versus approximately $14\,\mathrm{dB}$ and $10\,\mathrm{dB}$ for the squeezed-state and coherent-state benchmarks. The advantage is substantially reduced under collective attacks: fading still strongly limits rates, and the squeezed-state benchmark tolerates the greatest loss in the finite-size comparisons. The paper attributes this limitation to the Holevo quantity’s dependence on the full covariance matrix, including the conjugate quadrature. It also explicitly qualifies the individual-attack calculation as an effective Gaussian entangling-cloner model matching key-quadrature moments, rather than a general treatment of Eve’s information for the non-Gaussian fading ensemble.

Little sign of AI-generated textIncrementalStrong assumptions

Central claim may not hold: The abstract claims superiority without qualification, although the paper reports that the conventional squeezed-state benchmark tolerates greater loss under collective attacks in its finite-size comparison. The individual-attack calculation evaluates a particular effective Gaussian attack matching only the key quadrature, rather than establishing security against all individual active attacks compatible with the analyzed covariance matrix. A purified anisotropic Gaussian environment reproduces both quadratures of the analyzed covariance matrix and gives Eve information that increases with fading even at the heralded zero-leakage setting, undermining the claimed general individual-attack fading robustness.

Written by gpt-6.1-sol from the paper's full text. Automated: it can be wrong.

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12 pages, 4 figures

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Continuous variable quantum key distribution enables two parties to extract provably secure keys for cryptography by exploiting aspects of quantum mechanics. A central challenge in achieving QKD over long distances is overcoming optical loss, which limits the secret key rates and achievable transmission distances. Recent work has illustrated how to perform continuous variable quantum key distribution while eliminating information leakage to an eavesdropper in a pure-loss channel and minimizing information leakage in a noisy channel. In this work, we analyse this protocol under conditions where the quantum channel linking the sender and receiver is a fading channel, which can be used to model free-space links. We find that the protocol maintains strong performance over fading channels and outperforms comparable protocols.
The paper asks whether a previously proposed heralded squeezed-state CV-QKD protocol, designed to eliminate Eve’s information in pure-loss channels, remains effective over fading free-space links when active eavesdropping and finite-size effects are included. It compares the protocol with squeezed-state homodyne and coherent-state heterodyne schemes using covariance-matrix calculations, Gaussian entangling-cloner individual attacks, and Holevo bounds for collective attacks.
Fading is represented through an effective transmissivity T=⟨η⟩2T=\langle\sqrt{\eta}\rangle^2T=⟨η​⟩2 and quadrature-dependent added noise Var⁡(η)(bq−1)\operatorname{Var}(\sqrt{\eta})(b_q-1)Var(η​)(bq​−1). Setting the key-generating quadrature variance to shot noise, bx=1b_x=1bx​=1, cancels this fading-induced contribution, but not excess noise. Numerical comparisons use excess noise ξ=0.05\xi=0.05ξ=0.05, squeezing capped at 10 dB10\,\mathrm{dB}10dB, and fading variance up to 0.010.010.01. Under the individual-attack model, the heralded protocol retains positive asymptotic rates beyond 30 dB30\,\mathrm{dB}30dB effective loss. With finite-size corrections at block size N=1010N=10^{10}N=1010 and reconciliation efficiency β=0.95\beta=0.95β=0.95, its loss range is approximately 18 dB18\,\mathrm{dB}18dB, versus approximately 14 dB14\,\mathrm{dB}14dB and 10 dB10\,\mathrm{dB}10dB for the squeezed-state and coherent-state benchmarks.
The advantage is substantially reduced under collective attacks: fading still strongly limits rates, and the squeezed-state benchmark tolerates the greatest loss in the finite-size comparisons. The paper attributes this limitation to the Holevo quantity’s dependence on the full covariance matrix, including the conjugate quadrature. It also explicitly qualifies the individual-attack calculation as an effective Gaussian entangling-cloner model matching key-quadrature moments, rather than a general treatment of Eve’s information for the non-Gaussian fading ensemble.
Abstract Quantum key distribution (QKD) provides secure communication using quantum mechanics, with continuous-variable QKD (CV-QKD) being an attractive solution due to its compatibility with existing telecommunication technology. Its main drawback is susceptibility to signal loss in fibres and free-space links, including satellites, which limits performance. Here we show a software-based protocol enhancing CV-QKD by applying adaptive filters at the transmitter and receiver, allowing the system to dynamically respond to changing channel conditions. Our security analysis avoids relying on Gaussian extremality, giving accurate bounds on an eavesdropper’s information. The protocol can also extract keys in regions that would normally be considered insecure. We demonstrate a threefold increase in secret-key rates compared with the best existing CV-QKD protocol, and in satellite simulations, up to a 400-fold improvement. Because it requires no hardware modifications, our method can be readily integrated into existing systems, paving the way for more practical and robust quantum communication networks.
Quantum key distribution can be used to share secret keys with information-theoretic security between two legitimate partners for secure communication. In the case of satellite communication, free-space channel is the only way to transmit information, thus research on its properties is of great significance to quantum cryptographic communication. In this paper, we thoroughly analyze the influence of free-space channel fading effects on continuous variable quantum key distribution and for the first time prove that random distribution (such as Rayleigh distribution, Rice distribution and et al.) of free-space channel fading coefficients can be used to increase secret information rates and improve system stability against excess noises. Our results offer academic reference for practical applications of ground-space and space-space quantum communication and global quantum communication network.
We investigate the performance of several continuous-variable quantum key distribution protocols in the presence of uniform fading channels. These are lossy channels whose transmissivity changes according to a uniform probability distribution. We assume the worst-case scenario where an eavesdropper induces a fast-fading process, where she chooses the instantaneous transmissivity while the remote parties may only detect the mean statistical effect. We analyze coherent-state protocols in various configurations, including the one-way switching protocol in reverse reconciliation, the measurement-device-independent protocol in the symmetric configuration, and its extension to a three-party network. We show that, regardless of the advantage given to the eavesdropper (control of the fading), these protocols can still achieve high rates under realistic attacks, within reasonable values for the variance of the probability distribution associated with the fading process.
We consider a continuous-variable (CV) quantum key distribution (QKD) protocol over free-space channels, which is simpler and more robust than typical CV QKD protocols. It uses a bright laser, squeezed and modulated in the amplitude quadrature, and self-homodyne detection. We consider a scenario, where the line of sight is classically monitored to detect active eavesdroppers, so that we can assume a passive eavesdropper. Under this assumption, we analyze security of the QKD protocol in the composable finite-size regime. Proper modulation of the squeezed laser to the shot-noise level can completely eliminate information leakage to the eavesdropper and also eliminate the turbulence-induced noise of the channel in the amplitude quadrature. Under these conditions, estimation of the eavesdropper's information is no longer required. The protocol is extremely robust to modulation noise and highly loss-tolerant, which makes it a promising candidate for satellite-based continuous-variable quantum communication.
Abstract After decades of development, continuous variable quantum key distribution technology still cannot meet people’s needs for secure communication over long distances. Free-space quantum communication provides a new way for secure communication over long distances. However, because the communication connected in free space is inevitably affected by atmospheric turbulence, the transmission rate of the channel changes rapidly according to the probability distribution, making it difficult for the communication personnel to determine the transmission rate of the channel. At the same time, discrete modulated continuously variable quantum key Distribution protocol (DM-CVQKD) has certain advantages over Gauss modulated continuously variable quantum key Distribution protocol (GM-CVQKD) in the communication distance. Therefore, this paper analyzes the key rate of DM-CVQKD in this case (that is, in the fast attenuation channel), proves that it can resist the collective attack, and observes the relationship between the parameters and the key rate in the fast attenuation channel by numerical simulation and control variables. Finally, through the analysis of numerical simulation results, it is found that DM-CVQKD can still maintain a high key rate under certain conditions, which proves that long-distance free space quantum communication is feasible under certain conditions. At the same time, it was found that the performance of DM-CVQKD was affected by the extreme case where Eve completely controlled the instantaneous transmittance.