10 papers
AML-QKD: Adaptive Machine Learning Framework for Real-time Parameter Tuning in QKD
Noureldin Mohamed, Jawaher Kaldari, Saif Al-Kuwari
Despite the robust security guarantees of Quantum Key Distribution (QKD), practical deployment is hindered by dynamic channel noise and complex parameter optimization. We propose A…
Topological Device-Independent Quantum Key Distribution Using Majorana-Based Qubits
Noureldin Mohamed, Saif Al-Kuwari
Device-independent quantum key distribution (DI-QKD) provides the highest level of cryptographic security by certifying secrecy through observed Bell inequality violations, indepen…
Resource Constraint Estimation of In-Quantum Implementated Mini-AES
Syed Shahmir, Ghulam Murtaza, Ala-Al-Fuqaha +2
The advancement in quantum technology has brought the implementation of Grover's Search attack on cybersecurity algorithms much closer to reality. For such tasks, the Hilbert space…
Machine Learning Techniques for Enhancing Quantum Key Distribution
Ali Al-Kuwari, Safaa Alqrinawi, Lujayn Al-Amir +2
Quantum Key Distribution (QKD) offers theoretically unbreakable security by leveraging quantum mechanics. However, practical implementation is challenged by environmental vulnerabi…
Adversarial Learning Game for Intrusion Detection in Quantum Key Distribution
Noureldin Mohamed, Saif Al-Kuwari
While Quantum Key Distribution (QKD) provides information-theoretic security, the transition from theory to physical hardware introduces side-channel vulnerabilities that tradition…
Multiparty Quantum Key Agreement: Architectures, State-of-the-art, and Open Problems
Malik Mouaji, Saif Al-Kuwari
Multiparty quantum key agreement (MQKA) enables mutually distrustful users to establish a shared secret key through collaborative quantum protocols. In this paper, we pr…