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Faisal S. Alsubaei

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Open access 2026

Lightweight Deep Learning Model for Real-Time Anomaly Detection in Underwater Drone Surveillance Systems

QD2Net-XQ, a lightweight dual-path framework with federated learning and quantum-inspired hyperparameter optimization for multi-label underwater anomaly detection, is introduced, demonstrating its ability to outperform state-of-the-art baselines while maintaining fairness across clients.

Faisal S. Alsubaei · 0 citations

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