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Saman A. Zonouz

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Preprint Jul 2026

Transformer is All You Need: Attention-Based Anomaly Detection and Classification in Inverter-Rich Power Systems

Measurement-level feature attribution shows that the DL-Xformer decision is driven by physically meaningful current and voltage channels at the attacked measurement location, which motivates a layered protection architecture for next-generation inverter-dominated smart grids.

Emad Abukhousa, Saman A. Zonouz, A. P. S. Meliopoulos · 0 citations