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Aouedi, Ons
83  Ergebnisse:
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1

Handling Privacy-Sensitive Medical Data With Federated Lear..:

Aouedi, Ons ; Sacco, Alessio ; Piamrat, Kandaraj.
IEEE Journal of Biomedical and Health Informatics.  27 (2023)  2 - p. 790-803 , 2023
Link: https://doi.org/10.1109/..
 
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2

HFedSNN: Efficient Hierarchical Federated Learning using Sp..:

, In: Proceedings of the Int'l ACM Symposium on Mobility Management and Wireless Access,
Aouedi, Ons ; Piamrat, Kandaraj ; Sûdholt, Mario - p. 53-60 , 2023
Link: https://dl.acm.org/doi/1..
 
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3

F-BIDS: Federated-Blending based Intrusion Detection System:

Aouedi, Ons ; Piamrat, Kandaraj
Pervasive and Mobile Computing.  89 (2023)  - p. 101750 , 2023
Link: https://doi.org/10.1016/..
 
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4

Empowering Digital Twin for Future Networks with Graph Neur..:

Ngo, Duc-Thinh ; Aouedi, Ons ; Piamrat, Kandaraj..
Future Internet.  15 (2023)  12 - p. 377 , 2023
Link: https://doi.org/10.3390/..
 
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5

Decision tree-based blending method using deep-learning for..:

, In: NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium,
Aouedi, Ons ; Piamrat, Kandaraj ; Parrein, Benoit - p. 1-7 , 2022
Link: https://doi.org/10.1109/..
 
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6

Intelligent Traffic Management in Next-Generation Networks:

Aouedi, Ons ; Piamrat, Kandaraj ; Parrein, Benoît
Future Internet.  14 (2022)  2 - p. 44 , 2022
Link: https://doi.org/10.3390/..
 
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7

Federated Learning for intrusion detection system: Concepts..:

Agrawal, Shaashwat ; Sarkar, Sagnik ; Aouedi, Ons...
Computer Communications.  195 (2022)  - p. 346-361 , 2022
Link: https://doi.org/10.1016/..
 
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8

Handling partially labeled network data: A semi-supervised ..:

Aouedi, Ons ; Piamrat, Kandaraj ; Bagadthey, Dhruvjyoti
Computer Networks.  207 (2022)  - p. 108742 , 2022
Link: https://doi.org/10.1016/..
 
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9

Ensemble-Based Deep Learning Model for Network Traffic Clas..:

Aouedi, Ons ; Piamrat, Kandaraj ; Parrein, Benoit
IEEE Transactions on Network and Service Management.  19 (2022)  4 - p. 4124-4135 , 2022
Link: https://doi.org/10.1109/..
 
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10

Intrusion detection for Softwarized Networks with Semi-supe..:

, In: ICC 2022 - IEEE International Conference on Communications,
Aouedi, Ons ; Piamrat, Kandaraj ; Muller, Guillaume. - p. 5244-5249 , 2022
Link: https://doi.org/10.1109/..
 
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11

Incentive techniques for the Internet of Things: A survey:

Maddikunta, Praveen Kumar Reddy ; Pham, Quoc-Viet ; Nguyen, Dinh C....
Journal of Network and Computer Applications.  206 (2022)  - p. 103464 , 2022
Link: https://doi.org/10.1016/..
 
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12

Network traffic analysis using machine learning: an unsuper..:

Aouedi, Ons ; Piamrat, Kandaraj ; Hamma, Salima.
Annals of Telecommunications.  77 (2021)  5-6 - p. 297-309 , 2021
Link: https://doi.org/10.1007/..
 
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13

Potential of Deep Learning Algorithms in Mitigating the Spr..:

, In: Understanding COVID-19: The Role of Computational Intelligence; Studies in Computational Intelligence,
Sarumi, Oluwafemi A. ; Aouedi, Ons ; Muhammad, Lawan J. - p. 225-244 , 2021
Link: https://doi.org/10.1007/..
 
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14

A Semi-supervised Stacked Autoencoder Approach for Network ..:

, In: 2020 IEEE 28th International Conference on Network Protocols (ICNP),
Aouedi, Ons ; Piamrat, Kandaraj ; Bagadthey, Dhruvjyoti - p. 1-6 , 2020
Link: https://doi.org/10.1109/..
 
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15

An Ensemble of Deep Auto-Encoders for Healthcare Monitoring:

, In: Hybrid Intelligent Systems; Advances in Intelligent Systems and Computing,
Aouedi, Ons ; Bach Tobji, Mohamed Anis ; Abraham, Ajith - p. 96-105 , 2019
Link: https://doi.org/10.1007/..
 
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