Ons Aouedi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Intrusion Detection

Semisupervised Learning

Spiking Neural Networks

Future Directions

Top Venues

Future Internet

IEEE Trans. Netw. Serv. Manag.

Publications

Duc-Thinh Ngo, Kandaraj Piamrat, Ons Aouedi, Thomas Hassan, Philippe Raipin Parvédy
FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning. CoRR (2024)
Ons Aouedi, Thai-Hoc Vu, Alessio Sacco, Dinh C. Nguyen, Kandaraj Piamrat, Guido Marchetto, Quoc-Viet Pham
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions. CoRR (2024)
Ons Aouedi, Kandaraj Piamrat
F-BIDS: Federated-Blending based Intrusion Detection System. Pervasive Mob. Comput. 89 (2023)
Ons Aouedi, Kandaraj Piamrat, Mario Südholt
HFedSNN: Efficient Hierarchical Federated Learning using Spiking Neural Networks. MobiWac (2023)
Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Deep Singh
Federated Semisupervised Learning for Attack Detection in Industrial Internet of Things. IEEE Trans. Ind. Informatics 19 (1) (2023)
Duc-Thinh Ngo, Ons Aouedi, Kandaraj Piamrat, Thomas Hassan, Philippe Raipin Parvédy
Empowering Digital Twin for Future Networks with Graph Neural Networks: Overview, Enabling Technologies, Challenges, and Opportunities. Future Internet 15 (12) (2023)
Ons Aouedi, Alessio Sacco, Kandaraj Piamrat, Guido Marchetto
Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions. IEEE J. Biomed. Health Informatics 27 (2) (2023)
Praveen Kumar Reddy Maddikunta, Quoc-Viet Pham, Dinh C. Nguyen, Thien Huynh-The, Ons Aouedi, Gokul Yenduri, Sweta Bhattacharya, Thippa Reddy Gadekallu
Incentive techniques for the Internet of Things: A survey. J. Netw. Comput. Appl. 206 (2022)
Ons Aouedi, Kandaraj Piamrat, Benoît Parrein
Intelligent Traffic Management in Next-Generation Networks. Future Internet 14 (2) (2022)
Shaashwat Agrawal, Sagnik Sarkar, Ons Aouedi, Gokul Yenduri, Kandaraj Piamrat, Mamoun Alazab, Sweta Bhattacharya, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu
Federated Learning for intrusion detection system: Concepts, challenges and future directions. Comput. Commun. 195 (2022)
Ons Aouedi, Kandaraj Piamrat, Dhruvjyoti Bagadthey
Handling partially labeled network data: A semi-supervised approach using stacked sparse autoencoder. Comput. Networks 207 (2022)
Ons Aouedi, Kandaraj Piamrat, Benoît Parrein
Ensemble-Based Deep Learning Model for Network Traffic Classification. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Ons Aouedi, Kandaraj Piamrat, Benoît Parrein
Decision tree-based blending method using deep-learning for network management. NOMS (2022)
Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Deep Singh
FLUIDS: Federated Learning with semi-supervised approach for Intrusion Detection System. CCNC (2022)
Ons Aouedi, Kandaraj Piamrat, Salima Hamma, Menuka Perera Jayasuriya Kuranage
Network traffic analysis using machine learning: an unsupervised approach to understand and slice your network. Ann. des Télécommunications 77 (5-6) (2022)
Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Deep Singh
Intrusion detection for Softwarized Networks with Semi-supervised Federated Learning. ICC (2022)
Ons Aouedi, Kandaraj Piamrat, Benoît Parrein
Performance evaluation of feature selection and tree-based algorithms for traffic classification. ICC Workshops (2021)
Shaashwat Agrawal, Sagnik Sarkar, Ons Aouedi, Gokul Yenduri, Kandaraj Piamrat, Sweta Bhattacharya, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu
Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions. CoRR (2021)
Ons Aouedi, Kandaraj Piamrat, Dhruvjyoti Bagadthey
A Semi-supervised Stacked Autoencoder Approach for Network Traffic Classification. ICNP (2020)
Ons Aouedi, Mohamed Anis Bach Tobji, Ajith Abraham
An Ensemble of Deep Auto-Encoders for Healthcare Monitoring. HIS (2018)