Enhancing cybersecurity in IoT networks: SLSTM-WCO algorithm for anomaly detection

Federated-Learning-Based Anomaly Detection for IoT Security Attacks

Viraaji Mothukuri, Prachi Khare, Reza M. Parizi et al. · IEEE Internet of Things Journal · 2021 · 677 citations

Computing, Computer Science, Cybersecurity +16

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

Computing, Computer Science, Industrial Engineering +17

Design and Development of a Deep Learning-Based Model for Anomaly Detection in IoT Networks

Imtiaz Ullah, Qusay H. Mahmoud · IEEE Access · 2021 · 387 citations · Full text

Computing, Computer Engineering, Computer Science +16

LSTM Learning With Bayesian and Gaussian Processing for Anomaly Detection in Industrial IoT

Di Wu, Zhongkai Jiang, Xiaofeng Xie et al. · IEEE Transactions on Industrial Informatics · 2019 · 281 citations · Full text

Computing, Computer Science, Internet Of Things +16

Design and Development of RNN Anomaly Detection Model for IoT Networks

Imtiaz Ullah, Qusay H. Mahmoud · IEEE Access · 2022 · 247 citations · Full text

Computing, Computer Science, Cybersecurity +15