Amr Mohamed

Research interests

Publications

• Spatiotemporal data mining: a survey on challenges and open problems

  RMIT Research Repository (RMIT University Library) · 2022 · 10.1007/s10462-021-09994-y

• FEDGAN-IDS: Privacy-preserving IDS using GAN and Federated Learning

  Computer Communications · 2022 · 10.1016/j.comcom.2022.06.015

• Communication-efficient hierarchical federated learning for IoT heterogeneous systems with imbalanced data

  Qatar University QSpace (Qatar University) · 2022 · 10.1016/j.future.2021.10.016

• Pervasive AI for IoT Applications: A Survey on Resource-Efficient Distributed Artificial Intelligence

  IEEE Communications Surveys & Tutorials · 2022 · 10.1109/comst.2022.3200740

• Video surveillance using deep transfer learning and deep domain adaptation: Towards better generalization

  Engineering Applications of Artificial Intelligence · 2022 · 10.1016/j.engappai.2022.105698

• Evolution of Internet of Things From Blockchain to IOTA: A Survey

  IEEE Access · 2021 · 10.1109/access.2021.3138353

• Optimal User-Edge Assignment in Hierarchical Federated Learning Based on Statistical Properties and Network Topology Constraints

  IEEE Transactions on Network Science and Engineering · 2021 · 10.1109/tnse.2021.3053588

• MEdge-Chain: Leveraging Edge Computing and Blockchain for Efficient Medical Data Exchange

  IEEE Internet of Things Journal · 2021 · 10.1109/jiot.2021.3052910

• Performance Evaluation of Hyperledger Fabric

  2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT) · 2020 · 10.1109/iciot48696.2020.9089614

• ssHealth: Toward Secure, Blockchain-Enabled Healthcare Systems

  IEEE Network · 2020 · 10.1109/mnet.011.1900553

• A Survey of Blockchain Enabled Cyber-Physical Systems

  Sensors · 2020 · 10.3390/s20010282

• Deep Learning for RF-Based Drone Detection and Identification: A Multi-Channel 1-D Convolutional Neural Networks Approach

  2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT) · 2020 · 10.1109/iciot48696.2020.9089657

• TIDCS: A Dynamic Intrusion Detection and Classification System Based Feature Selection

  IEEE Access · 2020 · 10.1109/access.2020.2994931

• A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security

  Qatar University QSpace (Qatar University) · 2020 · https://doi.org/10.1109/comst.2020.2988293

• Edge Computing for Smart Health: Context-Aware Approaches, Opportunities, and Challenges

  IEEE Network · 2019 · 10.1109/mnet.2019.1800083

• DroneRF dataset: A dataset of drones for RF-based detection, classification and identification

  Data in Brief · 2019 · 10.1016/j.dib.2019.104313

• RF-based drone detection and identification using deep learning approaches: An initiative towards a large open source drone database

  Future Generation Computer Systems · 2019 · 10.1016/j.future.2019.05.007

• Design Challenges of Multi-UAV Systems in Cyber-Physical Applications: A Comprehensive Survey and Future Directions

  Qatar University QSpace (Qatar University) · 2019 · 10.1109/comst.2019.2924143

• A robust human activity recognition system using smartphone sensors and deep learning

  Future Generation Computer Systems · 2017 · 10.1016/j.future.2017.11.029

• Efficient ECG Compression and QRS Detection for E-Health Applications

  Scientific Reports · 2017 · 10.1038/s41598-017-00540-x

• Ensemble Classifier for Epileptic Seizure Detection for Imperfect EEG Data

  The Scientific World JOURNAL · 2015 · 10.1155/2015/945689

Current projects

No projects listed.