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Open access Sep 2026

Ensemble Shields: Optimizing DDoS Detection in IoT Networks Using Machine Learning

DDoS (Distributed Denial-of-Service) attacks are significant cyber threats that affect network infrastructures and cause massive service disruption. DDoS attacks have become even more threatening, owing to the poor security of IoT devices. This paper proposes two ensemble approaches: (1) Optimized Ensemble Stacking App...

Abdul Ghani Ansari, F. Jokhio, A. Arain · 0 citations

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