Anqi Huang
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Research Interests
Anqi Huang has a total of 129 co-authors. Here are the top co-authors by number of shared publications:
Vadim Makarov
Russian Quantum Center
20 shared publicationsDongyang Wang
College of Computer Science and Technology National University of Defense Technology Changsha China
8 shared publicationsQingquan Peng
National University of Defense Technology
8 shared publications- Junjie Wu
National University of Defense Technology
7 shared publications Junxuan Liu
National University of Defense Technology
7 shared publicationsBinwu Gao
National University of Defense Technology
6 shared publications
Latest Publications
- 23 September 2026
- Published by American Physical Society (APS) in Physical Review Applied
- Vol. 26 (3)
Spectral side channels of wavelength-division multiplexer in quantum key distribution under laser damage
- 23 September 2026
- Published by American Physical Society (APS) in Physical Review Applied
- Vol. 26 (3)
Spectral side channels of wavelength-division multiplexer in quantum key distribution under laser damage
- Open Access
- 6 May 2026
- Published by Springer Nature in npj Quantum Information
- Vol. 12 (1)
Security analysis of orthogonal state attack on a high-speed quantum key distribution system
- 6 May 2026
- Published by Springer Nature in npj Quantum Information
- Vol. 12 (1)
Open AccessSecurity analysis of orthogonal state attack on a high-speed quantum key distribution system
- 23 March 2026
- Published by Wiley in Laser & Photonics Reviews
- Vol. 20 (14) , e02974
High‐Efficiency Weak‐Trace‐Free Counterfactual Communication Via Quantum Zeno Effect
The quantum Zeno effect, which inhibits quantum state evolution via repeated weak measurements, significantly enhances the efficiency of interaction-free measurement (IFM). This fundamental mechanism facilitates high-efficiency counterfactual quantum communication, enabling information delivery without particle transmission through the channel. However, the transmission time of the counterfactual communication requires minutes for bit and suffers the bit error when transmitting an image. Applying the quantum Zeno effect, we experimentally demonstrate high-efficiency weak-trace-free counterfactual communication on a quantum photonic chip, achieving a transmission probability of 74.2 1.6% for bit 0 and 85.1 1.3% for bit 1. Furthermore, we successfully transmit our group's logo – Quanta – through counterfactual communication, and reduce the time cost from minutes to seconds for bit, with zero bit errors after information processing. Our study provides a promising approach for secure and efficient communication using integrated silicon quantum photonics.- 23 March 2026
- Published by Wiley in Laser & Photonics Reviews
- Vol. 20 (14) , e02974
High‐Efficiency Weak‐Trace‐Free Counterfactual Communication Via Quantum Zeno Effect
The quantum Zeno effect, which inhibits quantum state evolution via repeated weak measurements, significantly enhances the efficiency of interaction-free measurement (IFM). This fundamental mechanism facilitates high-efficiency counterfactual quantum communication, enabling information delivery without particle transmission through the channel. However, the transmission time of the counterfactual communication requires minutes for bit and suffers the bit error when transmitting an image. Applying the quantum Zeno effect, we experimentally demonstrate high-efficiency weak-trace-free counterfactual communication on a quantum photonic chip, achieving a transmission probability of 74.2 1.6% for bit 0 and 85.1 1.3% for bit 1. Furthermore, we successfully transmit our group's logo – Quanta – through counterfactual communication, and reduce the time cost from minutes to seconds for bit, with zero bit errors after information processing. Our study provides a promising approach for secure and efficient communication using integrated silicon quantum photonics.- Open Access
- 19 March 2026
- Published by Oxford University Press (OUP) in National Science Review
- Vol. 13 (8)
Penetration testing of a quantum key distribution system as a black box
Quantum key distribution (QKD) establishes a shared secret between remote parties and is proven unbreakable in theory. Unfortunately, practical implementations of QKD exhibit device imperfections that lead to security vulnerabilities. Most of these vulnerabilities have been verified in a white-box testing scenario, when one has access to the system hardware for analysis. Here we implement automated penetration testing of a QKD system in a black-box setting, using only its public communication lines and a limited operator’s manual. Our implementation parses information transmitted over the classical communication line and toggles an optical delay in the quantum communication line. This enables it to tamper with the timing settings of detector gates in the QKD system during its calibration procedure and to passively eavesdrop on 98.97% of the sifted key. The entire testing process is fully automated and takes only minutes to initiate eavesdropping. Our work paves the way for automated penetration testing of QKD installations as a method of security verification.
- 19 March 2026
- Published by Oxford University Press (OUP) in National Science Review
- Vol. 13 (8)
Open AccessPenetration testing of a quantum key distribution system as a black box
Quantum key distribution (QKD) establishes a shared secret between remote parties and is proven unbreakable in theory. Unfortunately, practical implementations of QKD exhibit device imperfections that lead to security vulnerabilities. Most of these vulnerabilities have been verified in a white-box testing scenario, when one has access to the system hardware for analysis. Here we implement automated penetration testing of a QKD system in a black-box setting, using only its public communication lines and a limited operator’s manual. Our implementation parses information transmitted over the classical communication line and toggles an optical delay in the quantum communication line. This enables it to tamper with the timing settings of detector gates in the QKD system during its calibration procedure and to passively eavesdrop on 98.97% of the sifted key. The entire testing process is fully automated and takes only minutes to initiate eavesdropping. Our work paves the way for automated penetration testing of QKD installations as a method of security verification.
- 9 February 2026
- Published by American Physical Society (APS) in Physical Review A
- Vol. 113 (2)
Quantifying the upper limit of backflash attack in quantum key distribution
- 9 February 2026
- Published by American Physical Society (APS) in Physical Review A
- Vol. 113 (2)
Quantifying the upper limit of backflash attack in quantum key distribution
- Open Access
Spectral side channels in quantum key distribution under laser damage
In the transmitter of a quantum key distribution (QKD) system, a dense wavelength-division multiplexer (DWDM) is typically used to combine quantum and synchronization signals and is directly connected to the quantum channel. As a result, it becomes the first optical component exposed to laser-injection attacks. Therefore, understanding the behavior of DWDMs under such attacks is essential for assessing the practical security of QKD systems. In this work, we systematically investigate the characteristics of DWDMs under high-power laser illumination. Our experimental results show that certain DWDM samples exhibit pronounced changes in their spectral features once the injected laser power surpasses a specific threshold. Taking the Trojan-horse attack as an illustrative example, we further perform a theoretical analysis of the resulting spectral side channel and show that it can reduce the maximum secure transmission distance to below 66.9% of its original value. By combining experimental observations with theoretical modeling, this study advances the understanding of the influence of DWDMs on the practical security of QKD systems.
Open AccessSpectral side channels in quantum key distribution under laser damage
In the transmitter of a quantum key distribution (QKD) system, a dense wavelength-division multiplexer (DWDM) is typically used to combine quantum and synchronization signals and is directly connected to the quantum channel. As a result, it becomes the first optical component exposed to laser-injection attacks. Therefore, understanding the behavior of DWDMs under such attacks is essential for assessing the practical security of QKD systems. In this work, we systematically investigate the characteristics of DWDMs under high-power laser illumination. Our experimental results show that certain DWDM samples exhibit pronounced changes in their spectral features once the injected laser power surpasses a specific threshold. Taking the Trojan-horse attack as an illustrative example, we further perform a theoretical analysis of the resulting spectral side channel and show that it can reduce the maximum secure transmission distance to below 66.9% of its original value. By combining experimental observations with theoretical modeling, this study advances the understanding of the influence of DWDMs on the practical security of QKD systems.
- 10 November 2025
- Published by AIP Publishing in Applied Physics Letters
- Vol. 127 (19)
Pulsed laser attack at 1061 nm potentially compromises quantum key distribution
Quantum key distribution systems offer cryptographic security, provided that all their components are thoroughly characterized. However, certain components might be vulnerable to laser-damage attacks, particularly when subjected to untested laser parameters. Here, we show that exposing 1550-nm fiber-optic isolators to 1061-nm sub-nanosecond pulsed illumination with 1.16 W average power permanently degrades their isolation performance at 1550 nm, while their forward transparency is less affected. One experimental sample was exposed to 17 mW average power picosecond attacking pulses that temporarily reduced its isolation below the specified guaranteed minimum value. This indicates a potential security threat under these attacking laser regimes that need to be addressed by improving security analysis for various light-injection attacks.
- 10 November 2025
- Published by AIP Publishing in Applied Physics Letters
- Vol. 127 (19)
Pulsed laser attack at 1061 nm potentially compromises quantum key distribution
Quantum key distribution systems offer cryptographic security, provided that all their components are thoroughly characterized. However, certain components might be vulnerable to laser-damage attacks, particularly when subjected to untested laser parameters. Here, we show that exposing 1550-nm fiber-optic isolators to 1061-nm sub-nanosecond pulsed illumination with 1.16 W average power permanently degrades their isolation performance at 1550 nm, while their forward transparency is less affected. One experimental sample was exposed to 17 mW average power picosecond attacking pulses that temporarily reduced its isolation below the specified guaranteed minimum value. This indicates a potential security threat under these attacking laser regimes that need to be addressed by improving security analysis for various light-injection attacks.
- Open Access
- 18 January 2025
- Published by Springer Nature in npj Quantum Information
- Vol. 11 (1) , 1-10
Practical security of twin-field quantum key distribution with optical phase-locked loop under wavelength-switching attack
- 18 January 2025
- Published by Springer Nature in npj Quantum Information
- Vol. 11 (1) , 1-10
Open AccessPractical security of twin-field quantum key distribution with optical phase-locked loop under wavelength-switching attack
- 28 October 2024
- Published by American Physical Society (APS) in Physical Review Applied
- Vol. 22 (4)
Preparing a commercial quantum key distribution system for certification against implementation loopholes
- 28 October 2024
- Published by American Physical Society (APS) in Physical Review Applied
- Vol. 22 (4)
Preparing a commercial quantum key distribution system for certification against implementation loopholes
- 8 October 2024
- Published by Optica Publishing Group in Optics Express
- Vol. 32 (22) , 38394-38406
Intensity correlations in measurement-device-independent quantum key distribution
The intensity correlations due to imperfect modulation during the quantum-state preparation in a measurement-device-independent quantum key distribution (MDI QKD) system compromise its security performance. Therefore, it is crucial to assess the impact of intensity correlations on the practical security of MDI QKD systems. In this work, we propose a theoretical model that quantitatively analyzes the secure key rate of MDI QKD systems under intensity correlations. Furthermore, we apply the theoretical model to a practical MDI QKD system with measured intensity correlations, which shows that the system struggles to generate keys efficiently under this model. We also explore the boundary conditions of intensity correlations to generate secret keys. This study extends the security analysis of intensity correlations to MDI QKD protocols, providing a methodology to evaluate the practical security of MDI QKD systems.
- 8 October 2024
- Published by Optica Publishing Group in Optics Express
- Vol. 32 (22) , 38394-38406
Intensity correlations in measurement-device-independent quantum key distribution
The intensity correlations due to imperfect modulation during the quantum-state preparation in a measurement-device-independent quantum key distribution (MDI QKD) system compromise its security performance. Therefore, it is crucial to assess the impact of intensity correlations on the practical security of MDI QKD systems. In this work, we propose a theoretical model that quantitatively analyzes the secure key rate of MDI QKD systems under intensity correlations. Furthermore, we apply the theoretical model to a practical MDI QKD system with measured intensity correlations, which shows that the system struggles to generate keys efficiently under this model. We also explore the boundary conditions of intensity correlations to generate secret keys. This study extends the security analysis of intensity correlations to MDI QKD protocols, providing a methodology to evaluate the practical security of MDI QKD systems.