Author

Nouhaila Innan

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Preprint Oct 2026

QIAP: A Quantum-Inspired Authentication Protocol with BB84-Based Channel Monitoring

Authentication in quantum-aware communication settings requires mechanisms that verify user legitimacy while also assessing whether the communication channel exhibits excessive disturbance. This paper presents QIAP, a stateful hybrid framework that combines classical commitment-based challenge-response authentication w...

O. Siddiqui, Nouhaila Innan, Hira Zaheer et al. · 0 citations

Preprint Jul 2026

QuantumChain: Blockchain-Backed Quantum Federated Learning for Financial Fraud Detection

Financial fraud detection is challenged by decentralized data, severe class imbalance, and privacy constraints. This paper presents QuantumChain, a secure Quantum Federated Learning (QFL) framework that combines hybrid quantum-classical neural networks, encrypted federated aggregation, blockchain-based auditability, an...

Epameinondas Douros, Konstantinos Dalampekis, Nouhaila Innan et al. · 0 citations