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Ons Aouedi

Federated Learning for intrusion detection system: Concepts, challenges and future directions
2022 · Shaashwat Agrawal, Sagnik Sarkar, et al. · Computer Communications · 512
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A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions
2024 · Ons Aouedi, Thai-Hoc Vu, et al. · IEEE Communications Surveys & Tutorials · 344
Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions
2022 · Ons Aouedi, Alessio Sacco, et al. · IEEE Journal of Biomedical and Health Informatics · 176
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Federated Semisupervised Learning for Attack Detection in Industrial Internet of Things
2022 · Ons Aouedi, Kandaraj Piamrat, et al. · IEEE Transactions on Industrial Informatics · 174
Deep Learning on Network Traffic Prediction: Recent Advances, Analysis, and Future Directions
2025 · Ons Aouedi, Van An Le, et al. · ACM Computing Surveys · 132
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Incentive techniques for the Internet of Things: A survey
2022 · Praveen Kumar Reddy Maddikunta, Quoc-Viet Pham, et al. · Journal of Network and Computer Applications · 99
A Semi-supervised Stacked Autoencoder Approach for Network Traffic Classification
2020 · Ons Aouedi, Kandaraj Piamrat, et al. · IEEE International Conference on Network Protocols (ICNP) · 66
F-BIDS: Federated-Blending based Intrusion Detection System
2023 · Ons Aouedi, Kandaraj Piamrat · Pervasive and Mobile Computing · 57
Intelligent Traffic Management in Next-Generation Networks
2022 · Ons Aouedi, Kandaraj Piamrat, et al. · Future Internet · 49
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Ensemble-Based Deep Learning Model for Network Traffic Classification
2022 · Ons Aouedi, Kandaraj Piamrat, et al. · IEEE Transactions on Network and Service Management · 46
FLUIDS: Federated Learning with semi-supervised approach for Intrusion Detection System
2022 · Ons Aouedi, Kandaraj Piamrat, et al. · IEEE Consumer Communications and Networking Conference · 44
Federated Learning for Human Activity Recognition: Overview, Advances, and Challenges
2024 · Ons Aouedi, Alessio Sacco, et al. · IEEE Open Journal of the Communications Society · 42
Network traffic analysis using machine learning: an unsupervised approach to understand and slice your network
2021 · Ons Aouedi, Kandaraj Piamrat, et al. · Annals of Telecommunications · 41
Intrusion detection for Softwarized Networks with Semi-supervised Federated Learning
2022 · Ons Aouedi, Kandaraj Piamrat, et al. · International Conference on Communications · 35
Performance evaluation of feature selection and tree-based algorithms for traffic classification
2021 · Ons Aouedi, Kandaraj Piamrat, et al. · IEEE International Conference on Communications workshops · 33
Empowering Digital Twin for Future Networks with Graph Neural Networks: Overview, Enabling Technologies, Challenges, and Opportunities
2023 · Duc-Thinh Ngo, Ons Aouedi, et al. · Future Internet · 28
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HFedSNN: Efficient Hierarchical Federated Learning using Spiking Neural Networks
2023 · Ons Aouedi, Kandaraj Piamrat, et al. · 19
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Toward a Scalable and Energy-Efficient Framework for Industrial Cloud-Edge-IoT Continuum
2024 · Ons Aouedi, Kandaraj Piamrat · IEEE Internet of Things Magazine · 18
Potential of Deep Learning Algorithms in Mitigating the Spread of COVID-19
2021 · Oluwafemi A. Sarumi, Ons Aouedi, et al. · Studies in computational intelligence · 17
Federated Learning for 6G Security: A Survey on Threats, Solutions, and Research Directions
2026 · Chamitha de Alwis, Ons Aouedi, et al. · IEEE Communications Surveys & Tutorials · 16
SURFS: Sustainable IntrUsion Detection with HieraRchical Federated Spiking Neural Networks
2024 · Ons Aouedi, Kandaraj Piamrat · International Conference on Communications · 16
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An Ensemble of Deep Auto-Encoders for Healthcare Monitoring
2019 · Ons Aouedi, Mohamed Anis Bach Tobji, et al. · Advances in intelligent systems and computing · 16
Handling partially labeled network data: A semi-supervised approach using stacked sparse autoencoder
2022 · Ons Aouedi, Kandaraj Piamrat, et al. · Computer Networks · 15
GAPSL: A Gradient-Aligned Parallel Split Learning over Data-Heterogeneous Edge Computing Systems
2026 · Lin, Zheng, Aouedi, Ons, et al. · arXiv (Cornell University) · 9
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Decision tree-based blending method using deep-learning for network management
2022 · Ons Aouedi, Kandaraj Piamrat, et al. · IEEE/IFIP Network Operations and Management Symposium (NOMS) · 5
Works count: 53
Citation count: 2,034
H-index: 18
I10-index: 23
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