Mohamed Amine Ferrag

Best Publications

• Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study

  Mohamed Amine Ferrag;Leandros A. Maglaras;Sotiris Moschoyiannis;Helge Janicke

  897
  Citations

• Edge-IIoTset: A New Comprehensive Realistic Cyber Security Dataset of IoT and IIoT Applications for Centralized and Federated Learning

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  782
  Citations

• Security and Privacy in Fog Computing: Challenges

  Mithun Mukherjee;Rakesh Matam;Lei Shu;Leandros Maglaras

  578
  Citations

• Internet of Things for the Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies

  Othmane Friha;Mohamed Amine Ferrag;Lei Shu;Leandros Maglaras

  521
  Citations

• Security and Privacy for Green IoT-Based Agriculture: Review, Blockchain Solutions, and Challenges

  Mohamed Amine Ferrag;Lei Shu;Xing Yang;Abdelouahid Derhab

  396
  Citations

• A Survey on Smart Agriculture: Development Modes, Technologies, and Security and Privacy Challenges

  Xing Yang;Lei Shu;Jianing Chen;Mohamed Amine Ferrag

  388
  Citations

• DeepCoin: A Novel Deep Learning and Blockchain-Based Energy Exchange Framework for Smart Grids

  Mohamed Amine Ferrag;Leandros Maglaras

  342
  Citations

• Authentication Protocols for Internet of Things: A Comprehensive Survey

  Mohamed Amine Ferrag;Leandros A. Maglaras;Helge Janicke;Jianmin Jiang

  307
  Citations

• Federated Deep Learning for Cyber Security in the Internet of Things: Concepts, Applications, and Experimental Analysis

  Mohamed Amine Ferrag;Othmane Friha;Leandros Maglaras;Helge Janicke

  289
  Citations

• FELIDS: Federated learning-based intrusion detection system for agricultural Internet of Things

  Unknown

  266
  Citations

• Deep Learning-Based Intrusion Detection for Distributed Denial of Service Attack in Agriculture 4.0

  Mohamed Amine Ferrag;Lei Shu;Hamouda Djallel;Kim-Kwang Raymond Choo

  226
  Citations

• RDTIDS: Rules and Decision Tree-Based Intrusion Detection System for Internet-of-Things Networks

  Mohamed Amine Ferrag;Leandros A. Maglaras;Ahmed Ahmim;Makhlouf Derdour

  222
  Citations

• Machine learning techniques for IoT security: Current research and future vision with generative AI and large language models

  Unknown

  200
  Citations

• The Performance Evaluation of Blockchain-based Security and Privacy Systems for the Internet of Things: A Tutorial

  Mohamed Amine Ferrag;Lei Shu

  196
  Citations

• Cyber security of critical infrastructures

  Leandros A. Maglaras;Ki-Hyung Kim;Helge Janicke;Mohamed Amine Ferrag

  194
  Citations

• Revolutionizing Cyber Threat Detection With Large Language Models: A Privacy-Preserving BERT-Based Lightweight Model for IoT/IIoT Devices

  Unknown

  180
  Citations

• Blockchain and Random Subspace Learning-Based IDS for SDN-Enabled Industrial IoT Security

  Abdelouahid Derhab;Mohamed Guerroumi;Abdu Gumaei;Leandros A. Maglaras

  159
  Citations

• Privacy-Preserving Schemes for Ad Hoc Social Networks: A Survey

  Mohamed Amine Ferrag;Leandros Maglaras;Ahmed Ahmim

  151
  Citations

• Cyber Security Intrusion Detection for Agriculture 4.0: Machine Learning-Based Solutions, Datasets, and Future Directions

  Unknown

  135
  Citations

• IoT: Communication protocols and security threats

  Unknown

  124
  Citations