Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Log inSign up
Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Blog
Job Board
Q3AS

© 2026 Aqora Quantum S.A.S.

TermsPrivacyLegal Notice

Frontiers of Physics

Security analysis of Trojan horse attacks on single-photon based quantum secure direct communication systems

Jinyu Wang, Jia‐Wei Ying, Qi Zhang, Shi‐Pu Gu, Xing-Fu Wang, Lan Zhou, Yu-Bo Sheng

Published Jan 1, 2026• 0 citations
Publisher

Abstract

Quantum secure direct communication (QSDC) enables the direct transmission of confidential information without pre-shared keys. However, device imperfections in practical systems can lead to information leakage. The Trojan-horse attack (THA), a stealthy side-channel threat, steals information by injecting photons into encoding devices and analyzing the reflected light. This paper focuses on the single-photon-based (DL04) protocol, establishing for the first time a comprehensive THA model against it. By combining weak coherent pulse (WCP) sources with the decoy-state method, we systematically analyze the security under THA during both the first and second rounds of transmission, derive analytical expressions for the secrecy message capacity, and quantitatively evaluate the impact of attack strength on system performance through numerical simulations. Our results demonstrate that the system’s security is highly sensitive to the average number of reflected Trojan photons, μout. For a first-round attack, the secrecy message capacity remains nearly identical to the attack-free case when μout≤10−8, but drops to zero when μout increases to 10−3. In contrast, the second round of attacks had a weaker impact. Even at the strongest attack intensity (μout=10−2), the system could still maintain a certain level of secrecy message capacity. When THA simultaneously targets both the first and second rounds, the overall security of the system is predominantly governed by the more sensitive first-round attack, whose security boundary remains largely comparable to that observed in a single first-round attack scenario. Furthermore, We perform parameter optimization to achieve the optimal secrecy message capacity for each channel attenuation. Our study provides the first quantitative security bound for THA on DL04 protocol, offering practical guidance for encoder isolation requirements in future implementations.

DOI
10.15302/frontphys.2026.123202

Related papers

Improved Finite-Key Security Analysis of Measurement-Device-Independent Quantum Key Distribution Against a Trojan-Horse Attack

Hua-Jian Ding, Jing-Yang Liu, Xingyu Zhou +3 more

Measurement-device-independent quantum key distribution (MDI QKD) is a promising method for remote key sharing that can eliminate all detector side-channel attacks. However, current security proofs often overlook the potential information leakages from the legitimate users' devices. In a quantum version of Trojan-horse attack (THA), a malicious eavesdropper can inject bright light into the sources of a MDI QKD system and then analyze the back-reflected light to obtain their setting choices, thereby compromising the final security. Here, we derive the finite-key security bounds of decoy-state MDI QKD in the presence of THA, which significantly outperform previous analyses in terms of the secret-key rate and transmission distance. Specifically, we analyze a symmetric three-intensity decoy-state MDI QKD protocol and an efficient four-intensity decoy-state MDI QKD protocol. Our results represent a fundamental step in guaranteeing the implementation security of quantum communication systems.

Physical Review Applied•Apr 7, 2023•13 citations

Improved finite-key security analysis of quantum key distribution against Trojan-horse attacks

Álvaro Navarrete, Marcos Curty

Abstract Most security proofs of quantum key distribution (QKD) disregard the effect of information leakage from the users’ devices, and, thus, do not protect against Trojan-horse attacks (THAs). In a THA, the eavesdropper injects strong light into the QKD apparatuses, and then analyzes the back-reflected light to learn information about their internal setting choices. Only a few recent works consider this security threat, but predict a rather poor performance of QKD unless the devices are strongly isolated from the channel. Here, we derive finite-key security bounds for decoy-state-based QKD schemes in the presence of THAs, which significantly outperform previous analyses. Our results constitute an important step forward to closing the existing gap between theory and practice in QKD.

arXiv:2202.06630•Quantum Science and Technology•May 31, 2022•33 citations

Finite-key security analysis against the Trojan-horse attack on practical reference-frame-independent measurement-device-independent quantum key distribution

Yang Zhou, Hua-Jian Ding, Jing-Yang Liu +3 more

Reference-frame-independent measurement-device-independent quantum key distribution (RFI MDI QKD) can resist side-channel attacks against detectors and slow variations of reference frames, thus presenting an advantageous approach for long-distance secure quantum communication. Nevertheless, if an eavesdropper implements a Trojan-horse attack (THA) by injecting bright light into sources, the back-reflected light may carry encoding information into the channel, thereby causing serious information leakage. In this paper, we theoretically evaluate the finite-key security of decoy-state RFI MDI QKD against a THA by employing the reference-state technique and a particular concentration inequality. Additionally, dual-parameter optimization and multibasis-estimation strategies are introduced to reduce statistical fluctuations effectively. Our work demonstrates that RFI MDI QKD can maintain a better performance even in the presence of large reference-frame drifts and a THA, representing a key advancement in strengthening the security of quantum communication in real-world implementations.

Physical Review Applied•Feb 4, 2025•3 citations

Security analysis against the Trojan horse attack on practical polarization-encoding quantum key distribution systems

Tingting Luo, Qiang Liu, Xiaoran Sun +4 more

Quantum key distribution (QKD), which theoretically provides unconditional secure communication, has developed rapidly in the past decades. However, the practical QKD systems still have vulnerabilities due to device imperfections. Polarization-encoding systems are one of the most important branches in the field of QKD. To date, a variety of polarization-encoding schemes have been proposed to meet the requirements of high speed and robust modulation, but the security analysis of these schemes is often ignored. In this paper, we experimentally and theoretically evaluated the security of three typical polarization encoders against the Trojan horse attack (THA), which is recognized as one of the critical quantum attacks. We built a system to implement the THA and collected the reflection from QKD configuration with different encoders. According to the experimental results, we further analyzed the secure key rate and the resistance against THAs of the system while BB84 or measurement-device-independent QKD was applied. Our paper plays an important guiding role in the design of polarization encoders and the construction of secure QKD systems with realistic devices.

Physical Review A•Apr 3, 2024•11 citations

Practical Security Bounds Against the Trojan-Horse Attack in Quantum Key Distribution

Marco Lucamarini, I. Choi, M. B. Ward +3 more

In the quantum version of a Trojan-horse attack, photons are injected into the optical modules of a quantum key distribution system in an attempt to read information direct from the encoding devices.To stop the Trojan photons, the use of passive optical components has been suggested.However, to date, there is no quantitative bound that specifies such components in relation to the security of the system.Here, we turn the Trojan-horse attack into an information leakage problem.This allows us to quantify the system security and relate it to the specification of the optical elements.The analysis is supported by the experimental characterization, within the operation regime, of reflectivity and transmission of the optical components most relevant to security.

arXiv:1506.01989•Physical Review X•Sep 9, 2015•175 citations

The Trojan Horse Attacks on Continuous Variable Quantum Teleportation

Yue Wang, J Zhou, Yanyan Feng +3 more

ABSTRACT Trojan horse attacks provide an effective means for the eavesdropper to access the sender which has a significant threat to the continuous variable quantum communication protocols. This study specifically focuses on the adverse effects of Trojan horse attacks on the fidelity of continuous‐variable quantum teleportation. A side‐channel attack scenario is considered in which an adversary injects ancillary photons into the transmission channel or measurement apparatus to probe or disrupt legitimate quantum signals. A comprehensive theoretical model is developed to describe how such injected photons interact with the teleportation channel, altering key parameters such as modulation variance and effective transmittance. Extensive numerical simulations quantify the explicit dependence of teleportation fidelity on the number of injected photons, demonstrating significant performance degradation under high injection rates. Furthermore, the study analyzes and evaluates the effectiveness of several practical countermeasures. This work not only establishes a rigorous theoretical framework for understanding Trojan horse vulnerabilities in quantum teleportation systems, but also provides actionable guidance for designing attack‐resistant quantum communication architectures.

Annalen der Physik•May 1, 2026•0 citations
Quantum secure direct communication (QSDC) enables the direct transmission of confidential information without pre-shared keys. However, device imperfections in practical systems can lead to information leakage. The Trojan-horse attack (THA), a stealthy side-channel threat, steals information by injecting photons into encoding devices and analyzing the reflected light. This paper focuses on the single-photon-based (DL04) protocol, establishing for the first time a comprehensive THA model against it. By combining weak coherent pulse (WCP) sources with the decoy-state method, we systematically analyze the security under THA during both the first and second rounds of transmission, derive analytical expressions for the secrecy message capacity, and quantitatively evaluate the impact of attack strength on system performance through numerical simulations. Our results demonstrate that the system’s security is highly sensitive to the average number of reflected Trojan photons, μout. For a first-round attack, the secrecy message capacity remains nearly identical to the attack-free case when μout≤10−8, but drops to zero when μout increases to 10−3. In contrast, the second round of attacks had a weaker impact. Even at the strongest attack intensity (μout=10−2), the system could still maintain a certain level of secrecy message capacity. When THA simultaneously targets both the first and second rounds, the overall security of the system is predominantly governed by the more sensitive first-round attack, whose security boundary remains largely comparable to that observed in a single first-round attack scenario. Furthermore, We perform parameter optimization to achieve the optimal secrecy message capacity for each channel attenuation. Our study provides the first quantitative security bound for THA on DL04 protocol, offering practical guidance for encoder isolation requirements in future implementations.
Measurement-device-independent quantum key distribution (MDI QKD) is a promising method for remote key sharing that can eliminate all detector side-channel attacks. However, current security proofs often overlook the potential information leakages from the legitimate users' devices. In a quantum version of Trojan-horse attack (THA), a malicious eavesdropper can inject bright light into the sources of a MDI QKD system and then analyze the back-reflected light to obtain their setting choices, thereby compromising the final security. Here, we derive the finite-key security bounds of decoy-state MDI QKD in the presence of THA, which significantly outperform previous analyses in terms of the secret-key rate and transmission distance. Specifically, we analyze a symmetric three-intensity decoy-state MDI QKD protocol and an efficient four-intensity decoy-state MDI QKD protocol. Our results represent a fundamental step in guaranteeing the implementation security of quantum communication systems.
Abstract Most security proofs of quantum key distribution (QKD) disregard the effect of information leakage from the users’ devices, and, thus, do not protect against Trojan-horse attacks (THAs). In a THA, the eavesdropper injects strong light into the QKD apparatuses, and then analyzes the back-reflected light to learn information about their internal setting choices. Only a few recent works consider this security threat, but predict a rather poor performance of QKD unless the devices are strongly isolated from the channel. Here, we derive finite-key security bounds for decoy-state-based QKD schemes in the presence of THAs, which significantly outperform previous analyses. Our results constitute an important step forward to closing the existing gap between theory and practice in QKD.
Reference-frame-independent measurement-device-independent quantum key distribution (RFI MDI QKD) can resist side-channel attacks against detectors and slow variations of reference frames, thus presenting an advantageous approach for long-distance secure quantum communication. Nevertheless, if an eavesdropper implements a Trojan-horse attack (THA) by injecting bright light into sources, the back-reflected light may carry encoding information into the channel, thereby causing serious information leakage. In this paper, we theoretically evaluate the finite-key security of decoy-state RFI MDI QKD against a THA by employing the reference-state technique and a particular concentration inequality. Additionally, dual-parameter optimization and multibasis-estimation strategies are introduced to reduce statistical fluctuations effectively. Our work demonstrates that RFI MDI QKD can maintain a better performance even in the presence of large reference-frame drifts and a THA, representing a key advancement in strengthening the security of quantum communication in real-world implementations.
Quantum key distribution (QKD), which theoretically provides unconditional secure communication, has developed rapidly in the past decades. However, the practical QKD systems still have vulnerabilities due to device imperfections. Polarization-encoding systems are one of the most important branches in the field of QKD. To date, a variety of polarization-encoding schemes have been proposed to meet the requirements of high speed and robust modulation, but the security analysis of these schemes is often ignored. In this paper, we experimentally and theoretically evaluated the security of three typical polarization encoders against the Trojan horse attack (THA), which is recognized as one of the critical quantum attacks. We built a system to implement the THA and collected the reflection from QKD configuration with different encoders. According to the experimental results, we further analyzed the secure key rate and the resistance against THAs of the system while BB84 or measurement-device-independent QKD was applied. Our paper plays an important guiding role in the design of polarization encoders and the construction of secure QKD systems with realistic devices.
In the quantum version of a Trojan-horse attack, photons are injected into the optical modules of a quantum key distribution system in an attempt to read information direct from the encoding devices.To stop the Trojan photons, the use of passive optical components has been suggested.However, to date, there is no quantitative bound that specifies such components in relation to the security of the system.Here, we turn the Trojan-horse attack into an information leakage problem.This allows us to quantify the system security and relate it to the specification of the optical elements.The analysis is supported by the experimental characterization, within the operation regime, of reflectivity and transmission of the optical components most relevant to security.
ABSTRACT Trojan horse attacks provide an effective means for the eavesdropper to access the sender which has a significant threat to the continuous variable quantum communication protocols. This study specifically focuses on the adverse effects of Trojan horse attacks on the fidelity of continuous‐variable quantum teleportation. A side‐channel attack scenario is considered in which an adversary injects ancillary photons into the transmission channel or measurement apparatus to probe or disrupt legitimate quantum signals. A comprehensive theoretical model is developed to describe how such injected photons interact with the teleportation channel, altering key parameters such as modulation variance and effective transmittance. Extensive numerical simulations quantify the explicit dependence of teleportation fidelity on the number of injected photons, demonstrating significant performance degradation under high injection rates. Furthermore, the study analyzes and evaluates the effectiveness of several practical countermeasures. This work not only establishes a rigorous theoretical framework for understanding Trojan horse vulnerabilities in quantum teleportation systems, but also provides actionable guidance for designing attack‐resistant quantum communication architectures.