Federated Deep Learning for Zero-Day Botnet Attack Detection in IoT-Edge Devices

• A Robust CSI-Based Wi-Fi Passive Sensing Method Using Attention Mechanism Deep Learning

  2023 IEEE Internet of Things Journal article Engineering Indoor and Outdoor Localization Technologies

  66

  citations
• A Robust CSI- Based Passive Perception Method Using CNN and Attention-Based Bi-Directional LSTM

  2022 Globecom conference-paper Engineering Indoor and Outdoor Localization Technologies

  12

  citations
• Few-Shot Malware Traffic Classification Method Using Network Traffic and Meta Transfer Learning

  2022 IEEE Vehicular Technology Conference conference-paper Computer Science Advanced Malware Detection Techniques

  6

  citations
• Self-evolving Malware Detection for Cyber Security using Network Traffic and Incremental Learning

  2022 International Conference on Dependable Systems and Their Applications (DSA) conference-paper Computer Science Advanced Malware Detection Techniques

  7

  citations
• Malware Traffic Classification Using Domain Adaptation and Ladder Network for Secure Industrial Internet of Things

  2021 IEEE Internet of Things Journal article Computer Science Advanced Malware Detection Techniques

  54

  citations

5 results

• Hybrid Deep Learning for Botnet Attack Detection in the Internet-of-Things Networks

  2020 IEEE Internet of Things Journal article Computer Science Network Security and Intrusion Detection Open access cited by 1 patent

  249

  citations
• An Efficient Intrusion Detection Method Based on Dynamic Autoencoder

  2021 IEEE Wireless Communications Letters article Computer Science Network Security and Intrusion Detection

  93

  citations
• Stacked recurrent neural network for botnet detection in smart homes

  2021 Computers & Electrical Engineering article Computer Science Network Security and Intrusion Detection

  61

  citations

3 results