Mohamed Amine Ferrag

Mohamed Amine Ferrag publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Mohamed Amine Ferrag sits on this spectrum.

Mohamed Amine Ferrag D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Mohamed Amine Ferrag sits on this spectrum.

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

  Unknown

  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