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

QRNG-Based Security Enhancement and Comparative Analysis of QKD Protocols in Hybrid Quantum Communication

Daggumalli Victor Joshua, S. Surekha

Published Jan 1, 2026• 0 citations
Publisher

Abstract

Secure communication has become essential due to the rapid increase in cyber-attacks and data security threats in modern networks. Traditional communication systems mainly rely on classical security methods, which may become vulnerable to advanced attacks. Quantum Key Distribution (QKD) improves secure communication by generating cryptographic keys using quantum principles, making key interception extremely difficult. In this work, a Quantum Random Number Generator (QRNG) is integrated with classical communication to develop a hybrid quantum-classical communication framework. The QRNG generates highly random bits that improve authentication, randomness, and key security. The proposed system compares three QKD protocols: BB84, B92, and E91 using different bit sizes of 8000, 10000, and 13000 bits. The protocols are evaluated using important metrics such as QBER, key rate, entropy, erasure rate, throughput, and correlation. Experimental results show that all protocols achieved entropy values close to 1 and correlation values near zero, indicating strong randomness and secure key generation. Among the evaluated protocols, E91 achieved lower QBER values and higher key rates, while BB84 showed stable and reliable performance. B92 produced comparatively higher error rates under similar conditions. The throughput remained nearly 278–281 bits/sec across all experiments. A ranking-based analysis confirmed that E91 provides the best balance between security, efficiency, and communication performance, making it suitable for future quantum-secure communication systems.

DOI
10.5281/zenodo.22125006

Related papers

Integrating QRNG with the E91 Protocol for High-Entropy Quantum Key Distribution

Teena Srinivasan, Deepa N P, Velcia Mendonca +2 more

Secure Information exchange in the present times is a very crucial process. Introduction to a secure quantum paradigm by utilizing the principle of quantum physics and quantum mechanics achieves this secrecy. To ensure secure cryptography, E91 is used for Quantum Key Distribution (QKD) along with the integration of Quantum Random Number Generator (QRNG) for unpredictable assignment of basis. The E91 protocol leverages the Bell’s inequality along with the quantum entanglement for secure exchange of secret keys between the two parties also utilising correlation checks to identify eavesdroppers. Integrating a QRNG with the E91 QKD protocol framework provides secure, unpredictable keys by leveraging genuine random numbers derived from the inherent randomness of quantum superposition. IBM’s Qiskit simulations confirm the security of the key exchange process along with the evaluation of the Quantum Bit Error Rate (QBER) and S Value to evaluate overall communication reliability.

International Conference on Next-Gen Quantum and Advanced Computing: Algorithms, Security, and Beyond (NQComp)•Mar 5, 2026•0 citations

A Quantum Blind Signature Integrated Hybrid Quantum Key Distribution Framework for Secure and Authenticated Quantum Communication

Taranjeet Kaur, Gaurav Bathla

The high pace of quantum computing development presents a serious risk to classical cryptographic systems like RSA and ECC in that quantum-resilient communication systems must be developed. The present paper will suggest Quantum Blind Signature-based Hybrid Quantum Key Distribution (QKD -QBS) to provide secure and authenticated quantum communication. The proposed architecture uses both BB84 and Decoy-State QKD protocols with Quantum Blind Signature (QBS) authentication layer in order to support quantum key generation and verification of entities in the same session. The framework is simulated and tested with IBM Qiskit Aer simulator in realistic channel noise situations. Quantum Bit Error Rate (QBER), Secret Key Retention (SKR), Quantum Entropy (H), Authentication Latency and Security Index (SI) are used as performance evaluation metrics. The experimental data show that the QBER is low (0.34%), SKR is high (92.4%), entropy is nearly ideal ($H=0.99$) with the lowest authentication latency (0.17 ms), which proves the fact that the integration of QBS does not reduce the efficiency of the key generation but the reliability of authentication. The hybrid framework proposed has information-theoretic security using the principles of quantum mechanics and strong resistance to impersonation, re-play and man in the middle attacks. The findings show that QKDQBS model provides a scalable and solid platform of next generation secure communication systems, such as IoT,$5 \mathrm{G} / 6 \mathrm{G}$networks, and cloud-based quantum systems.

International Conference on Computing for Sustainable Global Development•Apr 8, 2026•0 citations

Secure Quantum Communication: Simulation and Analysis of Quantum Key Distribution Protocols

Mahendra Rasay, Emmanuel D. Sebastian, Subhash Prasad Sah +2 more

Quantum computing poses significant threats to conventional cryptographic techniques such as RSA and AES, motivating the need for quantum secure communication methods. Quantum Key Distribution (QKD) offers information theoretic security based on fundamental quantum principles. This paper presents a simulation-based analysis of well-known QKD protocols, namely BB84, B92, and E91, using the IBM Qiskit framework. Realistic quantum channel effects, including noise, decoherence, and eavesdropping, are modeled to evaluate protocol performance. Key metrics such as error rate, secret key generation, and security characteristics are analyzed and compared. The study highlights practical challenges in QKD implementation, including hardware limitations and channel losses, and discusses insights toward scalable and robust quantum communication systems. The results support the feasibility of QKD as a promising solution for secure communication in the quantum era.

quant-pharXiv:2603.16690•International Scientific Journal of Engineering and Management•Mar 18, 2026•2 citations

QKD (Quantum Key Distribution) Networks: Enhancing Secure Communication Through Entanglement- Based Protocols

Prof. B. Deva Prasad Raju

As digital communication continues to scale globally, cybersecurity vulnerabilities are becoming increasingly sophisticated. Classical encryption methods—based on mathematical complexity—face obsolescence with the advancement of quantum computing, which can break widely used cryptosystems such as RSA and ECC through algorithms like Shor’s. Quantum Key Distribution (QKD) represents a paradigm shift by leveraging the laws of quantum mechanics, particularly photon entanglement and Heisenberg’s uncertainty principle, to establish secure communication channels. Unlike classical cryptography, which relies on computational security, QKD guarantees information-theoretic security, making interception detectable and ineffective. This research paper evaluates entanglement-based protocols, including E91, BBM92, and emerging satellite-assisted QKD networks. The study includes a comparative performance analysis between classical cryptographic techniques and QKD across speed, security breach probability, latency, and scalability. A real-world case study of China’s Micius Quantum Satellite Network is used to illustrate practical deployment. Findings show that QKD reduces key interception vulnerability to near zero, while classical systems remain susceptible to brute-force and eavesdropping attacks. Data demonstrate that entanglement-based QKD outperforms other quantum protocols in long distance secure communication and offers a scalable foundation for the future quantum internet.

Quantum Frontiers Journal•Nov 6, 2025•0 citations

CrypTon: A Hybrid Quantum-Classical Framework Integrating BB84 Quantum Key Distribution with AES for Secure Communication

Vishesh Goyal, Raguru Jaya Krishna

The emergence of quantum computing poses a significant threat to classical cryptographic systems, particularly those relying on mathematical hardness assumptions for key exchange. While symmetric algorithms such as the Advanced Encryption Standard (AES) remain efficient and widely deployed, their long-term security ultimately depends on the secrecy of keys. In this paper, we present a hybrid framework that integrates quantum key distribution (QKD) with AES and DES to enhance key security without altering cipher internals. Using the BB84 protocol as the quantum key generator, we implement a simulation-based system in Qiskit and evaluate it against classical pseudo-random key generation.Our methodology covers five phases: establishing AES/DES baselines, generating quantum random keys, implementing BB84 with basis reconciliation and error detection, integrating quantum keys with AES/DES, and benchmarking across varying key sizes and file sizes. Results demonstrate that AES encryption throughput remains stable (around 250–370 MB/s) regardless of key source, while QKD introduces measurable latency in key generation (around 40–110 seconds for 128–256 bits). Importantly, adversarial interference is reliably detected, with 97.3% accuracy in eavesdropper identification.The findings confirm that while classical systems excel in speed and scalability, QKD offers unmatched, physics-backed security assurances. Our study highlights the practicality of hybrid quantum-classical encryption, providing a foundation for secure communication in the post-quantum era.

International Conference on Next-Gen Quantum and Advanced Computing: Algorithms, Security, and Beyond (NQComp)•Mar 5, 2026•1 citation

Simulation and analysis of a QKD-PQC protocol for secure communication channel authentication

G. K. Sandhia, M Ranjani, Srivatsan K +2 more

Quantum computing threatens traditional cryptographic systems based on integer factorization and discrete logarithm problems. This paper proposes a hybrid secure communication framework integrating Quantum Key Distribution (QKD) with Post-Quantum Cryptography (PQC) for authentication. The BB84 protocol is used for quantum key generation, while CRYSTALS-Dilithium signatures secure the classical communication channel. A Python-based simulator models photon transmission, Quantum Bit Error Rate (QBER), intercept-resend attacks, and authentication verification. Results show that QBER increases proportionally with eavesdropping probability, enabling reliable attack detection. The integration of QKD secrecy with PQC authentication ensures both confidentiality and integrity. Performance evaluation demonstrates that the additional latency introduced by PQC authentication remains within acceptable limits. The proposed hybrid framework provides a scalable and quantum-resistant solution suitable for next-generation secure communication systems.

•Mar 23, 2026•0 citations
Secure communication has become essential due to the rapid increase in cyber-attacks and data security threats in modern networks. Traditional communication systems mainly rely on classical security methods, which may become vulnerable to advanced attacks. Quantum Key Distribution (QKD) improves secure communication by generating cryptographic keys using quantum principles, making key interception extremely difficult. In this work, a Quantum Random Number Generator (QRNG) is integrated with classical communication to develop a hybrid quantum-classical communication framework. The QRNG generates highly random bits that improve authentication, randomness, and key security. The proposed system compares three QKD protocols: BB84, B92, and E91 using different bit sizes of 8000, 10000, and 13000 bits. The protocols are evaluated using important metrics such as QBER, key rate, entropy, erasure rate, throughput, and correlation. Experimental results show that all protocols achieved entropy values close to 1 and correlation values near zero, indicating strong randomness and secure key generation. Among the evaluated protocols, E91 achieved lower QBER values and higher key rates, while BB84 showed stable and reliable performance. B92 produced comparatively higher error rates under similar conditions. The throughput remained nearly 278–281 bits/sec across all experiments. A ranking-based analysis confirmed that E91 provides the best balance between security, efficiency, and communication performance, making it suitable for future quantum-secure communication systems.
Secure Information exchange in the present times is a very crucial process. Introduction to a secure quantum paradigm by utilizing the principle of quantum physics and quantum mechanics achieves this secrecy. To ensure secure cryptography, E91 is used for Quantum Key Distribution (QKD) along with the integration of Quantum Random Number Generator (QRNG) for unpredictable assignment of basis. The E91 protocol leverages the Bell’s inequality along with the quantum entanglement for secure exchange of secret keys between the two parties also utilising correlation checks to identify eavesdroppers. Integrating a QRNG with the E91 QKD protocol framework provides secure, unpredictable keys by leveraging genuine random numbers derived from the inherent randomness of quantum superposition. IBM’s Qiskit simulations confirm the security of the key exchange process along with the evaluation of the Quantum Bit Error Rate (QBER) and S Value to evaluate overall communication reliability.
The high pace of quantum computing development presents a serious risk to classical cryptographic systems like RSA and ECC in that quantum-resilient communication systems must be developed. The present paper will suggest Quantum Blind Signature-based Hybrid Quantum Key Distribution (QKD -QBS) to provide secure and authenticated quantum communication. The proposed architecture uses both BB84 and Decoy-State QKD protocols with Quantum Blind Signature (QBS) authentication layer in order to support quantum key generation and verification of entities in the same session. The framework is simulated and tested with IBM Qiskit Aer simulator in realistic channel noise situations. Quantum Bit Error Rate (QBER), Secret Key Retention (SKR), Quantum Entropy (H), Authentication Latency and Security Index (SI) are used as performance evaluation metrics. The experimental data show that the QBER is low (0.34%), SKR is high (92.4%), entropy is nearly ideal (H=0.99H=0.99H=0.99) with the lowest authentication latency (0.17 ms), which proves the fact that the integration of QBS does not reduce the efficiency of the key generation but the reliability of authentication. The hybrid framework proposed has information-theoretic security using the principles of quantum mechanics and strong resistance to impersonation, re-play and man in the middle attacks. The findings show that QKDQBS model provides a scalable and solid platform of next generation secure communication systems, such as IoT,5G/6G5 \mathrm{G} / 6 \mathrm{G}5G/6Gnetworks, and cloud-based quantum systems.
Quantum computing poses significant threats to conventional cryptographic techniques such as RSA and AES, motivating the need for quantum secure communication methods. Quantum Key Distribution (QKD) offers information theoretic security based on fundamental quantum principles. This paper presents a simulation-based analysis of well-known QKD protocols, namely BB84, B92, and E91, using the IBM Qiskit framework. Realistic quantum channel effects, including noise, decoherence, and eavesdropping, are modeled to evaluate protocol performance. Key metrics such as error rate, secret key generation, and security characteristics are analyzed and compared. The study highlights practical challenges in QKD implementation, including hardware limitations and channel losses, and discusses insights toward scalable and robust quantum communication systems. The results support the feasibility of QKD as a promising solution for secure communication in the quantum era.
As digital communication continues to scale globally, cybersecurity vulnerabilities are becoming increasingly sophisticated. Classical encryption methods—based on mathematical complexity—face obsolescence with the advancement of quantum computing, which can break widely used cryptosystems such as RSA and ECC through algorithms like Shor’s. Quantum Key Distribution (QKD) represents a paradigm shift by leveraging the laws of quantum mechanics, particularly photon entanglement and Heisenberg’s uncertainty principle, to establish secure communication channels. Unlike classical cryptography, which relies on computational security, QKD guarantees information-theoretic security, making interception detectable and ineffective. This research paper evaluates entanglement-based protocols, including E91, BBM92, and emerging satellite-assisted QKD networks. The study includes a comparative performance analysis between classical cryptographic techniques and QKD across speed, security breach probability, latency, and scalability. A real-world case study of China’s Micius Quantum Satellite Network is used to illustrate practical deployment. Findings show that QKD reduces key interception vulnerability to near zero, while classical systems remain susceptible to brute-force and eavesdropping attacks. Data demonstrate that entanglement-based QKD outperforms other quantum protocols in long distance secure communication and offers a scalable foundation for the future quantum internet.
The emergence of quantum computing poses a significant threat to classical cryptographic systems, particularly those relying on mathematical hardness assumptions for key exchange. While symmetric algorithms such as the Advanced Encryption Standard (AES) remain efficient and widely deployed, their long-term security ultimately depends on the secrecy of keys. In this paper, we present a hybrid framework that integrates quantum key distribution (QKD) with AES and DES to enhance key security without altering cipher internals. Using the BB84 protocol as the quantum key generator, we implement a simulation-based system in Qiskit and evaluate it against classical pseudo-random key generation.Our methodology covers five phases: establishing AES/DES baselines, generating quantum random keys, implementing BB84 with basis reconciliation and error detection, integrating quantum keys with AES/DES, and benchmarking across varying key sizes and file sizes. Results demonstrate that AES encryption throughput remains stable (around 250–370 MB/s) regardless of key source, while QKD introduces measurable latency in key generation (around 40–110 seconds for 128–256 bits). Importantly, adversarial interference is reliably detected, with 97.3% accuracy in eavesdropper identification.The findings confirm that while classical systems excel in speed and scalability, QKD offers unmatched, physics-backed security assurances. Our study highlights the practicality of hybrid quantum-classical encryption, providing a foundation for secure communication in the post-quantum era.
Quantum computing threatens traditional cryptographic systems based on integer factorization and discrete logarithm problems. This paper proposes a hybrid secure communication framework integrating Quantum Key Distribution (QKD) with Post-Quantum Cryptography (PQC) for authentication. The BB84 protocol is used for quantum key generation, while CRYSTALS-Dilithium signatures secure the classical communication channel. A Python-based simulator models photon transmission, Quantum Bit Error Rate (QBER), intercept-resend attacks, and authentication verification. Results show that QBER increases proportionally with eavesdropping probability, enabling reliable attack detection. The integration of QKD secrecy with PQC authentication ensures both confidentiality and integrity. Performance evaluation demonstrates that the additional latency introduced by PQC authentication remains within acceptable limits. The proposed hybrid framework provides a scalable and quantum-resistant solution suitable for next-generation secure communication systems.