| Internet of Things for the Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies. O Friha, MA Ferrag, L Shu, LA Maglaras, X Wang IEEE CAA J. Autom. Sinica 8 (4), 718-752, 2021 | 508 | 2021 |
| 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 | 486 | 2022 |
| Federated deep learning for cyber security in the internet of things: Concepts, applications, and experimental analysis MA Ferrag, O Friha, L Maglaras, H Janicke, L Shu IEEE Access 9, 138509-138542, 2021 | 221 | 2021 |
| FELIDS: Federated learning-based intrusion detection system for agricultural Internet of Things O Friha, MA Ferrag, L Shu, L Maglaras, KKR Choo, M Nafaa Journal of Parallel and Distributed Computing 165, 17-31, 2022 | 171 | 2022 |
| Cyber security intrusion detection for agriculture 4.0: Machine learning-based solutions, datasets, and future directions MA Ferrag, L Shu, O Friha, X Yang IEEE/CAA Journal of Automatica Sinica 9 (3), 407-436, 2021 | 103 | 2021 |
| 2DF-IDS: Decentralized and differentially private federated learning-based intrusion detection system for industrial IoT O Friha, MA Ferrag, M Benbouzid, T Berghout, B Kantarci, KKR Choo Computers & Security 127, 103097, 2023 | 67 | 2023 |
| EASBF: An efficient authentication scheme over blockchain for fog computing-enabled internet of vehicles MS Eddine, MA Ferrag, O Friha, L Maglaras Journal of Information Security and Applications 59, 102802, 2021 | 63 | 2021 |
| 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 | 37 | 2023 |
| A robust security framework based on blockchain and SDN for fog computing enabled agricultural internet of things O Friha, MA Ferrag, L Shu, M Nafa 2020 International Conference on Internet of Things and Intelligent …, 2020 | 26 | 2020 |
| Llm-based edge intelligence: A comprehensive survey on architectures, applications, security and trustworthiness O Friha, MA Ferrag, B Kantarci, B Cakmak, A Ozgun, N Ghoualmi-Zine IEEE Open Journal of the Communications Society, 2024 | 11 | 2024 |
| Digital agriculture security: aspects, threats, mitigation strategies, and future trends O Friha, MA Ferrag, L Maglaras, L Shu IEEE Internet of Things Magazine 5 (3), 82-90, 2022 | 11 | 2022 |
| Blockchain technology for 6G communication networks: A vision for the future O Friha, MA Ferrag Cybersecurity Issues in Emerging Technologies, 77-96, 2021 | 3 | 2021 |
Mohamed Amine Ferrag, PhD, SIEEEAssociate Professor of AI & Cybersecurity, Guelma UniversityVerified email at univ-guelma.dz
