Explainable few-shot learning with dynamic prototypes for distributed fiber-optic intrusion detection.

Reliable intrusion detection is critical for modern infrastructure security, yet it faces two fundamental challenges: scarcity of labeled samples and lack of model interpretability. Distributed optical fiber vibration sensing (DVS) systems are promis…

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