IncFed MD-RS aggregates reservoir-state covariance matrices across clients to build a global anomaly detector that matches centralized MD-RS and outperforms federated deep learning baselines.
Decentralized incremental federated learning with echo state networks,
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Federated Learning with Reservoir State Analysis for Time Series Anomaly Detection
IncFed MD-RS aggregates reservoir-state covariance matrices across clients to build a global anomaly detector that matches centralized MD-RS and outperforms federated deep learning baselines.