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Published 2 October 2026
Intelligent defense at the edge: a comprehensive survey of federated learning, TinyML and explainable AI for intrusion detection in IoT and IIoT ecosystems
S. Sarath Kumar · M. Asha Jerlin
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1900815