FL-MGVN: Federated learning for anomaly detection using mixed gaussian variational self-encoding network

Federated Learning: Challenges, Methods, and Future Directions

IEEE Signal Processing Magazine · 2020 · 4.6K citations · Full text

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Deep Learning for Anomaly Detection

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Deep Anomaly Detection for Time-Series Data in Industrial IoT: A Communication-Efficient On-Device Federated Learning Approach

IEEE Internet of Things Journal · 2020 · 517 citations · Full text

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Variational LSTM Enhanced Anomaly Detection for Industrial Big Data

Xiaokang Zhou, Yiyong Hu, Wei Liang et al. · IEEE Transactions on Industrial Informatics · 2020 · 391 citations · Full text

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Chained Anomaly Detection Models for Federated Learning: An Intrusion Detection Case Study

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