Ons Aouedi

37 papers A 1B 5C 2Journal 21Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Federated Learning for 6G Security: A Survey on Threats, Solutions, and Research Directions.
IEEE Commun. Surv. Tutorials
Chamitha de Alwis, Ons Aouedi, Jiaming Xu, Shen Wang, Yushan Siriwardhana, Tharaka Hewa, Engin Zeydan, Chamara Sandeepa, Madhusanka Liyanage
2026 J jnl
GAPSL: A Gradient-Aligned Parallel Split Learning on Heterogeneous Data.
CoRR
Zheng Lin, Ons Aouedi, Wei Ni, Symeon Chatzinotas, Xianhao Chen
2025 J jnl
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions.
IEEE Commun. Surv. Tutorials
Ons Aouedi, Thai-Hoc Vu, Alessio Sacco, Dinh C. Nguyen, Kandaraj Piamrat, Guido Marchetto, Quoc-Viet Pham
2025 J jnl
Deep Learning on Network Traffic Prediction: Recent Advances, Analysis, and Future Directions.
ACM Comput. Surv.
Ons Aouedi, Van An Le, Kandaraj Piamrat, Yusheng Ji
2025 A conf
FLAIR: Federated Learning with Adaptive and Intelligent Reasoning for Client Selection.
MSWiM
Houssem Jmal, Kandaraj Piamrat, Ons Aouedi, Yusheng Ji
2025 B conf
GAIA-FL: Generative AI-Augmented Federated Learning for Intrusion Detection System.
IWCMC
Ons Aouedi, Alexandre Boissel, Kandaraj Piamrat
2025 — conf
Hybrid Model-Aided Learning for 5G-NTN Handover in High-Mobility Platforms.
INFOCOM WKSHPS
Ons Aouedi, Flor Ortiz, Eva Lagunas, Thang X. Vu, Symeon Chatzinotas
2025 J jnl
Rethinking traffic prediction in Mobile Network Digital Twins: A flexible inductive graph-based learning model for data-scarce scenarios.
Comput. Networks
Duc-Thinh Ngo, Ons Aouedi, Kandaraj Piamrat, Thomas Hassan, Philippe Raipin Parvédy
2025 — conf
TUNE-FL: Adaptive Semi-Synchronous Semi-Decentralized Federated Learning.
CCNC
Houssem Jmal, Kandaraj Piamrat, Ons Aouedi
2025 B conf
Towards Scalable O-RAN Resource Management: Graph-Augmented Proximal Policy Optimization.
NCA
Duc-Thinh Ngo, Kandaraj Piamrat, Ons Aouedi, Thomas Hassan, Philippe Raipin Parvédy
2025 J jnl
Towards Scalable O-RAN Resource Management: Graph-Augmented Proximal Policy Optimization.
CoRR
Duc-Thinh Ngo, Kandaraj Piamrat, Ons Aouedi, Thomas Hassan, Philippe Raipin Parvédy
2024 J jnl
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions.
CoRR
Ons Aouedi, Thai-Hoc Vu, Alessio Sacco, Dinh C. Nguyen, Kandaraj Piamrat, Guido Marchetto, Quoc-Viet Pham
2024 B conf
FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning.
PIMRC
Duc-Thinh Ngo, Kandaraj Piamrat, Ons Aouedi, Thomas Hassan, Philippe Raipin Parvédy
2024 J jnl
FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning.
CoRR
Duc-Thinh Ngo, Kandaraj Piamrat, Ons Aouedi, Thomas Hassan, Philippe Raipin Parvédy
2024 J jnl
Federated Learning for Human Activity Recognition: Overview, Advances, and Challenges.
IEEE Open J. Commun. Soc.
Ons Aouedi, Alessio Sacco, Latif U. Khan, Dinh C. Nguyen, Mohsen Guizani
2024 C conf
METALS : seMi-supervised fEderaTed Active Learning for intrusion detection Systems.
ISCC
Ons Aouedi, Gautam Jajoo, Kandaraj Piamrat
2024 — conf
SURFS: Sustainable IntrUsion Detection with HieraRchical Federated Spiking Neural Networks.
ICC
Ons Aouedi, Kandaraj Piamrat
2024 J jnl
Toward a Scalable and Energy-Efficient Framework for Industrial Cloud-Edge-IoT Continuum.
IEEE Internet Things Mag.
Ons Aouedi, Kandaraj Piamrat
2023 J jnl
Empowering Digital Twin for Future Networks with Graph Neural Networks: Overview, Enabling Technologies, Challenges, and Opportunities.
Future Internet
Duc-Thinh Ngo, Ons Aouedi, Kandaraj Piamrat, Thomas Hassan, Philippe Raipin Parvédy
2023 J jnl
F-BIDS: Federated-Blending based Intrusion Detection System.
Pervasive Mob. Comput.
Ons Aouedi, Kandaraj Piamrat
2023 J jnl
Federated Semisupervised Learning for Attack Detection in Industrial Internet of Things.
IEEE Trans. Ind. Informatics
Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Deep Singh
2023 — conf
HFedSNN: Efficient Hierarchical Federated Learning using Spiking Neural Networks.
MobiWac
Ons Aouedi, Kandaraj Piamrat, Mario Südholt
2023 J jnl
Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions.
IEEE J. Biomed. Health Informatics
Ons Aouedi, Alessio Sacco, Kandaraj Piamrat, Guido Marchetto
2022 B conf
Decision tree-based blending method using deep-learning for network management.
NOMS
Ons Aouedi, Kandaraj Piamrat, Benoît Parrein
2022 J jnl
Ensemble-Based Deep Learning Model for Network Traffic Classification.
IEEE Trans. Netw. Serv. Manag.
Ons Aouedi, Kandaraj Piamrat, Benoît Parrein
2022 — conf
FLUIDS: Federated Learning with semi-supervised approach for Intrusion Detection System.
CCNC
Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Deep Singh
2022 J jnl
Federated Learning for intrusion detection system: Concepts, challenges and future directions.
Comput. Commun.
Shaashwat Agrawal, Sagnik Sarkar, Ons Aouedi, Gokul Yenduri, Kandaraj Piamrat, Mamoun Alazab, Sweta Bhattacharya, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu
2022 J jnl
Handling partially labeled network data: A semi-supervised approach using stacked sparse autoencoder.
Comput. Networks
Ons Aouedi, Kandaraj Piamrat, Dhruvjyoti Bagadthey
2022 J jnl
Incentive techniques for the Internet of Things: A survey.
J. Netw. Comput. Appl.
Praveen Kumar Reddy Maddikunta, Quoc-Viet Pham, Dinh C. Nguyen, Thien Huynh-The, Ons Aouedi, Gokul Yenduri, Sweta Bhattacharya, Thippa Reddy Gadekallu
2022 J jnl
Intelligent Traffic Management in Next-Generation Networks.
Future Internet
Ons Aouedi, Kandaraj Piamrat, Benoît Parrein
2022 — conf
Intrusion detection for Softwarized Networks with Semi-supervised Federated Learning.
ICC
Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Deep Singh
2022 — —
Machine Learning-Enabled Network Traffic Analysis. (Analyse du trafic réseau basée sur l'apprentissage automatique).
Ons Aouedi
2022 J jnl
Network traffic analysis using machine learning: an unsupervised approach to understand and slice your network.
Ann. des Télécommunications
Ons Aouedi, Kandaraj Piamrat, Salima Hamma, Menuka Perera Jayasuriya Kuranage
2021 J jnl
Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions.
CoRR
Shaashwat Agrawal, Sagnik Sarkar, Ons Aouedi, Gokul Yenduri, Kandaraj Piamrat, Sweta Bhattacharya, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu
2021 — conf
Performance evaluation of feature selection and tree-based algorithms for traffic classification.
ICC Workshops
Ons Aouedi, Kandaraj Piamrat, Benoît Parrein
2020 B conf
A Semi-supervised Stacked Autoencoder Approach for Network Traffic Classification.
ICNP
Ons Aouedi, Kandaraj Piamrat, Dhruvjyoti Bagadthey
2018 C conf
An Ensemble of Deep Auto-Encoders for Healthcare Monitoring.
HIS
Ons Aouedi, Mohamed Anis Bach Tobji, Ajith Abraham