| IoT-based data logger for weather monitoring using arduino-based wireless sensor networks with remote graphical application and alerts J Mabrouki, M Azrour, D Dhiba, Y Farhaoui, S El Hajjaji Big Data Mining and Analytics 4 (1), 25-32, 2021 | 178 | 2021 |
| An improved anomaly detection model for IoT security using decision tree and gradient boosting M Douiba, S Benkirane, A Guezzaz, M Azrour The Journal of Supercomputing 79 (3), 3392-3411, 2023 | 145 | 2023 |
| Machine learning algorithms for efficient water quality prediction M Azrour, J Mabrouki, G Fattah, A Guezzaz, F Aziz Modeling Earth Systems and Environment 8 (2), 2793-2801, 2022 | 137 | 2022 |
| New enhanced authentication protocol for internet of things M Azrour, J Mabrouki, A Guezzaz, Y Farhaoui Big Data Mining and Analytics 4 (1), 1-9, 2021 | 136 | 2021 |
| Internet of things security: challenges and key issues M Azrour, J Mabrouki, A Guezzaz, A Kanwal Security and Communication Networks 2021 (1), 5533843, 2021 | 125 | 2021 |
| Mathematical validation of proposed machine learning classifier for heterogeneous traffic and anomaly detection A Guezzaz, Y Asimi, M Azrour, A Asimi Big Data Mining and Analytics 4 (1), 18-24, 2021 | 116 | 2021 |
| Intelligent monitoring system for biogas detection based on the Internet of Things: Mohammedia, Morocco city landfill case J Mabrouki, M Azrour, G Fattah, D Dhiba, S El Hajjaji Big Data Mining and Analytics 4 (1), 10-17, 2021 | 100 | 2021 |
| A reliable network intrusion detection approach using decision tree with enhanced data quality A Guezzaz, S Benkirane, M Azrour, S Khurram Security and Communication Networks 2021 (1), 1230593, 2021 | 98 | 2021 |
| An efficient network intrusion detection model for IoT security using K-NN classifier and feature selection M Mohy-Eddine, A Guezzaz, S Benkirane, M Azrour Multimedia Tools and Applications 82 (15), 23615-23633, 2023 | 92 | 2023 |
| lIDS-SIoEL: intrusion detection framework for IoT-based smart environments security using ensemble learning C Hazman, A Guezzaz, S Benkirane, M Azrour Cluster Computing 26 (6), 4069-4083, 2023 | 91 | 2023 |
| A particle swarm optimization and deep learning approach for intrusion detection system in internet of medical things R Chaganti, A Mourade, V Ravi, N Vemprala, A Dua, B Bhushan Sustainability 14 (19), 12828, 2022 | 91 | 2022 |
| Smart system for monitoring and controlling of agricultural production by the IoT J Mabrouki, K Azoulay, S Elfanssi, L Bouhachlaf, F Mousli, M Azrour, ... IoT and smart devices for sustainable environment, 103-115, 2022 | 76 | 2022 |
| Cloud-based intrusion detection approach using machine learning techniques H Attou, A Guezzaz, S Benkirane, M Azrour, Y Farhaoui Big Data Mining and Analytics 6 (3), 311-320, 2023 | 73 | 2023 |
| A Lightweight Hybrid Intrusion Detection Framework using Machine Learning for Edge-Based IIoT Security. A Guezzaz, M Azrour, S Benkirane, M Mohy-Eddine, H Attou, M Douiba Int. Arab J. Inf. Technol. 19 (5), 822-830, 2022 | 69 | 2022 |
| An ensemble learning based intrusion detection model for industrial IoT security M Mohy-Eddine, A Guezzaz, S Benkirane, M Azrour, Y Farhaoui Big Data Mining and Analytics 6 (3), 273-287, 2023 | 60 | 2023 |
| Use of internet of things for monitoring and evaluating water's quality: a comparative study J Mabrouki, M Azrour, SE Hajjaji International Journal of Cloud Computing 10 (5-6), 633-644, 2021 | 58 | 2021 |
| Anomaly detection model based on gradient boosting and decision tree for IoT environments security M Douiba, S Benkirane, A Guezzaz, M Azrour Journal of Reliable Intelligent Environments 9 (4), 421-432, 2023 | 54 | 2023 |
| New Efficient and Secured Authentication Protocol for Remote Healthcare Systems in Cloud‐IoT M Azrour, J Mabrouki, R Chaganti Security and Communication Networks 2021 (1), 5546334, 2021 | 49 | 2021 |
| An effective intrusion detection approach based on ensemble learning for IIoT edge computing M Mohy-Eddine, A Guezzaz, S Benkirane, M Azrour Journal of Computer Virology and Hacking Techniques 19 (4), 469-481, 2023 | 48 | 2023 |
| Artificial intelligence system for intelligent monitoring and management of water treatment plants J Mabrouki, G Fattah, S Kherraf, Y Abrouki, M Azrour, S El Hajjaji Emerging Real-World Applications of Internet of Things, 69-87, 2022 | 48 | 2022 |