| Edge-IIoTset: A new comprehensive realistic cyber security dataset of IoT and IIoT applications for centralized and federated learning MA Ferrag, O Friha, D Hamouda, L Maglaras, H Janicke IEEE Access 10, 40281-40306, 2022 | 333 | 2022 |
| Deep learning-based intrusion detection for distributed denial of service attack in agriculture 4.0 MA Ferrag, L Shu, H Djallel, KKR Choo Electronics 10 (11), 1257, 2021 | 177 | 2021 |
| PPSS: A privacy-preserving secure framework using blockchain-enabled federated deep learning for Industrial IoTs D Hamouda, MA Ferrag, N Benhamida, H Seridi Pervasive and Mobile Computing, 2022 | 23 | 2022 |
| Edge learning for 6g-enabled internet of things: A comprehensive survey of vulnerabilities, datasets, and defenses MA Ferrag, O Friha, B Kantarci, N Tihanyi, L Cordeiro, M Debbah, ... IEEE Communications Surveys & Tutorials, 2023 | 12 | 2023 |
| Intrusion detection systems for industrial internet of things: a survey D Hamouda, MA Ferrag, N Benhamida, H Seridi 2021 International Conference on Theoretical and Applicative Aspects of …, 2021 | 12 | 2021 |
| Un système de détection d’intrusion pour la cybersécurité D Hamouda http://dx.doi.org/10.13140/RG.2.2.25911.60327, 2020 | 6 | 2020 |
| Generative Adversarial Networks-Driven Cyber Threat Intelligence Detection Framework for Securing Internet of Things MA Ferrag, D Hamouda, M Debbah, L Maglaras, A Lakas 2023 19th International Conference on Distributed Computing in Smart Systems …, 2023 | 4 | 2023 |
| Revolutionizing intrusion detection in industrial IoT with distributed learning and deep generative techniques D Hamouda, MA Ferrag, N Benhamida, H Seridi, MC Ghanem Internet of Things 26, 101149, 2024 | | 2024 |
| Android Malware Detection Based on Network Analysis and Federated Learning D Hamouda, MA Ferrag, N Benhamida, ZE Kouahla, H Seridi Cyber Malware: Offensive and Defensive Systems, 23-39, 2023 | | 2023 |
| Edge Learning for 6G-enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses M Amine Ferrag, O Friha, B Kantarci, N Tihanyi, L Cordeiro, M Debbah, ... arXiv e-prints, arXiv: 2306.10309, 2023 | | 2023 |
| Generative Adversarial Networks-Driven Cyber Threat Intelligence Detection Framework for Securing Internet of Things M Amine Ferrag, D Hamouda, M Debbah, L Maglaras, A Lakas arXiv e-prints, arXiv: 2304.05644, 2023 | | 2023 |
