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Mohamed Amine Ferrag

Observed names: Ferrag, Mohamed Amine, Ferrag, Mohamed Amine 1987-, Mohamed A. Ferrag, Mohamed Amine FERRAG, Mohamed Ferrag, Mohamed amine Ferrag, Mohamed-Amine, Ferrag; Mehdi, Nafa; Salim, Ghanmi
Observed institutions: Badji Mokhtar-Annaba University, Nanjing Agricultural University, Edith Cowan University, University of Thessaly, United Arab Emirates University, Technology Innovation Institute, University of West Attica, University of Guelma, De Montfort University
ORCID: 0000-0002-0632-3172
Observed ORCID: 0000-0002-0632-3172
OpenAlex ID: A5026903935
Edge-IIoTset: A New Comprehensive Realistic Cyber Security Dataset of IoT and IIoT Applications for Centralized and Federated Learning
2022 · Mohamed Amine Ferrag, Othmane Friha, et al. · IEEE Access · 1,386
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Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study
2019 · Mohamed Amine Ferrag, Leandros Maglaras, et al. · Journal of Information Security and Applications · 1,382
Blockchain Technologies for the Internet of Things: Research Issues and Challenges
2018 · Mohamed Amine Ferrag, Makhlouf Derdour, et al. · IEEE Internet of Things Journal · 785
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Internet of Things for the Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies
2021 · Othmane Friha, Mohamed Amine Ferrag, et al. · IEEE/CAA Journal of Automatica Sinica · 694
Security and Privacy in Fog Computing: Challenges
2017 · Mithun Mukherjee, Rakesh Matam, et al. · IEEE Access · 547
A Survey on Smart Agriculture: Development Modes, Technologies, and Security and Privacy Challenges
2020 · Xing Yang, Lei Shu, et al. · IEEE/CAA Journal of Automatica Sinica · 493
Security and Privacy for Green IoT-Based Agriculture: Review, Blockchain Solutions, and Challenges
2020 · Mohamed Amine Ferrag, Lei Shu, et al. · IEEE Access · 474
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Revolutionizing Cyber Threat Detection With Large Language Models: A Privacy-Preserving BERT-Based Lightweight Model for IoT/IIoT Devices
2024 · Mohamed Amine Ferrag, Mthandazo Ndhlovu, et al. · IEEE Access · 444
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Digitization of healthcare sector: A study on privacy and security concerns
2023 · Metty Paul, Leandros Maglaras, et al. · ICT Express · 420
Federated Deep Learning for Cyber Security in the Internet of Things: Concepts, Applications, and Experimental Analysis
2021 · Mohamed Amine Ferrag, Othmane Friha, et al. · IEEE Access · 378
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DeepCoin: A Novel Deep Learning and Blockchain-Based Energy Exchange Framework for Smart Grids
2019 · Mohamed Amine Ferrag, Leandros Maglaras · IEEE Transactions on Engineering Management · 365
Authentication Protocols for Internet of Things: A Comprehensive Survey
2017 · Mohamed Amine Ferrag, Leandros A. Maglaras, et al. · Security and Communication Networks · 337
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FELIDS: Federated learning-based intrusion detection system for agricultural Internet of Things
2022 · Othmane Friha, Mohamed Amine Ferrag, et al. · Journal of Parallel and Distributed Computing · 336
Generative AI in cybersecurity: A comprehensive review of LLM applications and vulnerabilities
2025 · Mohamed Amine Ferrag, Fatima Alwahedi, et al. · Internet of Things and Cyber-Physical Systems · 323
Machine learning techniques for IoT security: Current research and future vision with generative AI and large language models
2024 · Fatima Alwahedi, Alyazia Aldhaheri, et al. · Internet of Things and Cyber-Physical Systems · 302
A Novel Hierarchical Intrusion Detection System Based on Decision Tree and Rules-Based Models
2019 · Ahmed Ahmim, Leandros Maglaras, et al. · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · 301
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Security for 4G and 5G cellular networks: A survey of existing authentication and privacy-preserving schemes
2017 · Mohamed Amine Ferrag, Leandros Maglaras, et al. · Journal of Network and Computer Applications · 282
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Deep Learning-Based Intrusion Detection for Distributed Denial of Service Attack in Agriculture 4.0
2021 · Mohamed Amine Ferrag, Lei Shu, et al. · Electronics · 277
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RDTIDS: Rules and Decision Tree-Based Intrusion Detection System for Internet-of-Things Networks
2020 · Mohamed Amine Ferrag, Leandros Maglaras, et al. · Future Internet · 271
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From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review
2026 · Mohamed Amine Ferrag, Norbert Tihanyi, et al. · IEEE Access · 268
The Performance Evaluation of Blockchain-Based Security and Privacy Systems for the Internet of Things: A Tutorial
2021 · Mohamed Amine Ferrag, Lei Shu · IEEE Internet of Things Journal · 231
LLM-Based Edge Intelligence: A Comprehensive Survey on Architectures, Applications, Security and Trustworthiness
2024 · Othmane Friha, Mohamed Amine Ferrag, et al. · IEEE Open Journal of the Communications Society · 224
Deep learning for cyber threat detection in IoT networks: A review
2023 · Alyazia Aldhaheri, Fatima Alwahedi, et al. · Internet of Things and Cyber-Physical Systems · 219
IoT: Communication protocols and security threats
2023 · Apostolos Gerodimos, Leandros Maglaras, et al. · Internet of Things and Cyber-Physical Systems · 207
Cyber security of critical infrastructures
2018 · Leandros A. Maglaras, Ki-Hyung Kim, et al. · ICT Express · 191
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Works count: 210
Citation count: 16,420
H-index: 58
I10-index: 127
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