Suivre
Ons Aouedi
Titre
Citée par
Citée par
Année
Federated learning for intrusion detection system: Concepts, challenges and future directions
S Agrawal, S Sarkar, O Aouedi, G Yenduri, K Piamrat, M Alazab, ...
Computer Communications 195, 346-361, 2022
1342022
Federated semisupervised learning for attack detection in industrial Internet of Things
O Aouedi, K Piamrat, G Muller, K Singh
IEEE Transactions on Industrial Informatics 19 (1), 286-295, 2022
482022
Incentive techniques for the internet of things: a survey
PKR Maddikunta, QV Pham, DC Nguyen, T Huynh-The, O Aouedi, ...
Journal of Network and Computer Applications 206, 103464, 2022
442022
A semi-supervised stacked autoencoder approach for network traffic classification
O Aouedi, K Piamrat, D Bagadthey
2020 IEEE 28th International Conference on Network Protocols (ICNP), 1-6, 2020
432020
FLUIDS: Federated Learning with semi-supervised approach for Intrusion Detection System
O Aouedi, K Piamrat, G Muller, K Singh
2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC …, 2022
302022
Handling privacy-sensitive medical data with federated learning: challenges and future directions
O Aouedi, A Sacco, K Piamrat, G Marchetto
IEEE Journal of Biomedical and Health Informatics 27 (2), 790-803, 2022
252022
Intelligent traffic management in next-generation networks
O Aouedi, K Piamrat, B Parrein
Future internet 14 (2), 44, 2022
252022
Performance evaluation of feature selection and tree-based algorithms for traffic classification
O Aouedi, K Piamrat, B Parrein
2021 IEEE International Conference on Communications Workshops (ICC Workshops), 2021
242021
Potential of Deep Learning Algorithms in Mitigating The Spread of COVID-19
OA Sarumi, O Aouedi, LJ Muhammad
Understanding COVID-19: The Role of Computational Intelligence, 2021
192021
Intrusion detection for softwarized networks with semi-supervised federated learning
O Aouedi, K Piamrat, G Muller, K Singh
ICC 2022-IEEE International Conference on Communications, 5244-5249, 2022
172022
Network Traffic Analysis using Machine Learning: an unsupervised approach to understand and slice your network
O Aouedi, K Piamrat, S Hamma, JKM Perera
Annals of Telecommunications, 2021
172021
F-bids: Federated-blending based intrusion detection system
O Aouedi, K Piamrat
Pervasive and Mobile Computing 89, 101750, 2023
132023
An ensemble of deep auto-encoders for healthcare monitoring
O Aouedi, MA Bach Tobji, A Abraham
Hybrid Intelligent Systems: 18th International Conference on Hybrid …, 2020
132020
Internet of things and ambient intelligence for mobile health monitoring: A review of a decade of research
O Aouedi, MAB Tobji, A Abraham
International Journal of Computer Information Systems and Industrial …, 2018
112018
Handling partially labeled network data: A semi-supervised approach using stacked sparse autoencoder
O Aouedi, K Piamrat, D Bagadthey
Computer Networks 207, 108742, 2022
82022
Federated learning for intrusion detection system: Concepts, challenges and future directions. arXiv 2021
S Agrawal, S Sarkar, O Aouedi, G Yenduri, K Piamrat, S Bhattacharya, ...
arXiv preprint arXiv:2106.09527, 0
8
Ensemble-based deep learning model for network traffic classification
O Aouedi, K Piamrat, B Parrein
IEEE Transactions on Network and Service Management 19 (4), 4124-4135, 2022
72022
HFedSNN: Efficient Hierarchical Federated Learning using Spiking Neural Networks
O Aouedi, K Piamrat, M Sûdholt
Proceedings of the Int'l ACM Symposium on Mobility Management and Wireless …, 2023
22023
Decision tree-based blending method using deep-learning for network management
O Aouedi, K Piamrat, B Parrein
NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium, 1-7, 2022
22022
SURFS: Sustainable intrUsion detection with hieraRchical Federated Spiking neural networks
O Aouedi, K Piamrat
ICC 2024-IEEE International Conference on Communications, 2024
2024
Le système ne peut pas réaliser cette opération maintenant. Veuillez réessayer plus tard.
Articles 1–20