| 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 | 114 | 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 | 100 | 2021 |
| Machine learning algorithms for efficient water quality prediction M Azrour, J Mabrouki, G Fattah, A Guezzaz, F Aziz Modeling Earth Systems and Environment, 2021 | 95 | 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 | 94 | 2023 |
| Internet of things security: challenges and key issues M Azrour, J Mabrouki, A Guezzaz, A Kanwal Security and Communication Networks 2021 (1), 5533843, 2021 | 89 | 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 | 70 | 2021 |
| 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 | 58 | 2023 |
| 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 | 50 | 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 | 48 | 2022 |
| A Global Intrusion Detection System using PcapSockS Sniffer and Multilayer Perceptron Classifier. A Guezzaz, A Asimi, Y Asimi, Z Tbatou, Y Sadqi Int. J. Netw. Secur. 21 (3), 438-450, 2019 | 39 | 2019 |
| 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 | 38 | 2023 |
| A novel anomaly network intrusion detection system for internet of things security A Guezzaz, S Benkirane, M Azrour IoT and smart devices for sustainable environment, 129-138, 2022 | 37 | 2022 |
| 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 | 35 | 2023 |
| 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 | 35 | 2023 |
| 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 | 32 | 2023 |
| A multilayer perceptron classifier for monitoring network traffic A Guezzaz, A Asimi, A Mourade, Z Tbatou, Y Asimi Big Data and Networks Technologies 3, 262-270, 2020 | 25 | 2020 |
| A distributed intrusion detection approach based on machine leaning techniques for a cloud security A Guezzaz, A Asimi, Y Asimi, M Azrour, S Benkirane Intelligent Systems in Big Data, Semantic Web and Machine Learning, 85-94, 2021 | 24 | 2021 |
| A novel machine learning approach for solar radiation estimation H Hissou, S Benkirane, A Guezzaz, M Azrour, A Beni-Hssane Sustainability 15 (13), 10609, 2023 | 22 | 2023 |
| Security analysis of Ye et al. authentication protocol for Internet of Things M Azrour, M Ouanan, Y Farhaoui, A Guezzaz Big data and smart digital environment, 67-74, 2019 | 22 | 2019 |
| A New Mutuel Kerberos Authentication Protocol for Distributed Systems. Z Tbatou, A Asimi, Y Asimi, Y Sadqi, A Guezzaz Int. J. Netw. Secur. 19 (6), 889-898, 2017 | 22 | 2017 |
