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Author

Cássio Luís Batista

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#federated learning Open access Oct 2026

ReSIDS: A Resilient, runtime-Switchable federated–gossip IDS for IEC 61850 Power Systems

ReSIDS / ereno-Adaptativo is an intrusion-detection pipeline that unifies centralized, federated and gossip learning in a single run with round-by-round mode switching, built on Flower, scikit-learn and XGBoost. This is the v1.x (Paper 1 / JPDC) lineage: per-attack XGBoost specialists with k-of-n decision fusion, runti...

Cássio Luís Batista, Paulo Coelho, Silvio E. Quincozes et al. · 0 citations
#federated learning Open access Sep 2026

ereno-Adaptativo (ReSIDS): a Resilient, runtime-Switchable Federated–Gossip IDS

ReSIDS / ereno-Adaptativo is an intrusion-detection pipeline that unifies centralized, federated and gossip learning in a single run with round-by-round mode switching, built on Flower, scikit-learn and XGBoost. Version 2 adds: a distributed, automatic FL↔GL switch driven by decentralized failure detection (fail-fast F...

Cássio Luís Batista, Paulo Coelho, Silvio E. Quincozes et al. · 0 citations

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