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Conference Open access 2026

Explainable Ensemble Framework for Cyber Threat Detection in UAV Networks

Unmanned Aerial Vehicles (UAVs) serve an essential function in various civilian, commercial, and military applications, but their reliance on wireless communication, onboard sensors, and ground control systems make them vulnerable to a comprehensive set of cyber threats. Existing security measures—ranging from cryptogr...

C. Chidimma, P. Asuquo, Ihemereze Chijioke Nnanna et al. · 0 citations
Conference Open access 2026

Graph–Temporal Fraud Detection with Triplet Loss under Class Imbalance

Financial fraud detection in transaction networks is challenging due to evolving attack strategies, complex relational structures, and extreme class imbalance. We propose a hybrid deep learning model that fuses Graph Convolutional Neural Networks (GCNNs) with bidirectional LSTMs enhanced by temporal attention, enabling...

Ofonime Dominic Okon, Imo Enang, B. Stephen et al. · 0 citations
Open access Jul 2026

Cybersecurity Risk in Industrial Control Systems in Industry 4.0

Industrial control systems (ICSs) are the operational technology that monitors and directs physical processes across critical infrastructure. They sit at the core of Industry 4.0. Once these systems are connected to digital platforms and service chains, a flaw in one component is no longer confined to that component. C...

Imo Enang, Iniobong Enang, I. Akpan · 0 citations

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