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Theyazn H. H. Aldhyani

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#reinforcement learning Open access Sep 2026

A 3D Network of Novel Nodes Sum Rate Maximization for 6G BD-RIS-Assisted Multi-Cell Transportation

A deep reinforcement learning–based joint orchestration algorithm (DRL-JOA) employing graph attention networks is proposed to solve the sum rate maximization problem in beyond diagonal reconfigurable intelligent surface (BD-RIS)-assisted multicell transportation networks within a space-air-ground integrated network fra...

Zuhaib Nishter, Li Gang, Nada Alzaben et al. · 0 citations

Blockchain and Quantum FL-Based IDS for Security and Privacy of 6G-Enabled CE

The rapid proliferation of 6G-enabled consumer electronics (CE) has introduced significant security and privacy challenges. Traditional security mechanisms often fall short in addressing these issues due to the unique characteristics of CE networks. To enhance intrusion detection systems (IDSs), data-driven artificial...

Zabeeh Ullah, Fahim Arif, Shakir Khan et al. · 0 citations

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