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Ons Aouedi
Ons Aouedi
Research Associate, SnT, University of Luxembourg
在 uni.lu 的电子邮件经过验证 - 首页
标题
引用次数
年份
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
442020
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions
O Aouedi, TH Vu, A Sacco, DC Nguyen, K Piamrat, G Marchetto, ...
arXiv e-prints, arXiv: 2406.03820, 2024
2024
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
152020
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
Détection d'intrusions fédérée et semi-supervisée pour l'IoT
O Aouedi, K Piamrat, G Muller, K Singh
Plate-Forme Intelligence Artificielle: Internet des Objets et Intelligence …, 2022
2022
Empowering Digital Twin for Future Networks with Graph Neural Networks: Overview, Enabling Technologies, Challenges, and Opportunities
DT Ngo, O Aouedi, K Piamrat, T Hassan, P Raipin-Parvédy
Future internet 15 (12), 377, 2023
12023
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
152022
F-bids: Federated-blending based intrusion detection system
O Aouedi, K Piamrat
Pervasive and Mobile Computing 89, 101750, 2023
192023
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
1692022
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
10
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
612022
FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning
D Thinh Ngo, K Piamrat, O Aouedi, T Hassan, P Raipin-Parvédy
arXiv e-prints, arXiv: 2405.08843, 2024
2024
FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning
DT Ngo, K Piamrat, O Aouedi, T Hassan, P Raipin-Parvédy
arXiv preprint arXiv:2405.08843, 2024
2024
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
332022
Graph Neural Network-based Models for Mobile Network Traffic Prediction
DT Ngo, O Aouedi, K Piamrat, T Hassan, P Raipin-Parvédy
2024
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
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
392022
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
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
512022
Intelligent traffic management in next-generation networks
O Aouedi, K Piamrat, B Parrein
Future internet 14 (2), 44, 2022
282022
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