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Ons Aouedi
ORCID
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
CoRR
Future Internet
MobiWac
IEEE Trans. Netw. Serv. Manag.
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Publications
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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)