Author

Fawaz J. Alruwaili

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Jul 2026

Federated Lightweight Intrusion Detection in Drone Swarms with Knowledge Distillation

A lightweight FL-based IDS tailored for drone swarm networks using deep neural networks (DNN) enhanced with knowledge distillation (KD) to reduce model complexity and communication costs without sacrificing detection performance.

Fawaz J. Alruwaili, Cihan Tunc · arXiv.org · 0 citations