Author

K. Shaukat

2 papers indexed here

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Open access Sep 2026

A forecast-guided reinforcement learning approach for trajectory planning of unmanned aerial base stations

The rapid growth of wireless devices and the emergence of dynamic traffic hotspots have increased the need for intelligent trajectory planning in unmanned aerial vehicle base stations (UAV-BSs) operating in complex urban environments, where conventional reactive methods relying only on current system states cannot anti...

Tariq, Zhuo-Xiu Wei, K. Shaukat et al. · Scientific Reports · 0 citations

Conference Jul 2026

Adaptive Differential Privacy for Federated Intrusion Detection in IoT Networks Using Meta-Learning Control

Federated Learning enables distributed intrusion detection in IoT networks but suffers from gradient leakage vulnerabilities that can expose sensitive client data through reconstruction attacks. This paper presents an adaptive privacy-preserving framework that dynamically adjusts Differential Privacy parameters using a...

Elham Aldhamari, Shaleeza Sohail, N. Udzir et al. · International Conference on... · 0 citations