Performance evaluation of intrusion detection based on machine learning using Apache Spark M Belouch, S El Hadaj, M Idhammad Procedia Computer Science 127, 1-6, 2018 | 236 | 2018 |
Semi-supervised machine learning approach for DDoS detection M Idhammad, K Afdel, M Belouch Applied Intelligence 48, 3193-3208, 2018 | 196 | 2018 |
Distributed intrusion detection system for cloud environments based on data mining techniques M Idhammad, K Afdel, M Belouch Procedia Computer Science 127, 35-41, 2018 | 154 | 2018 |
Detection system of HTTP DDoS attacks in a cloud environment based on information theoretic entropy and random forest M Idhammad, K Afdel, M Belouch Security and Communication Networks 2018 (1), 1263123, 2018 | 122 | 2018 |
A two-stage classifier approach using reptree algorithm for network intrusion detection M Belouch, S El Hadaj, M Idhammad International Journal of Advanced Computer Science and Applications 8 (6), 2017 | 110 | 2017 |
Dos detection method based on artificial neural networks M Idhammad, K Afdel, M Belouch International Journal of Advanced Computer Science and Applications 8 (4), 2017 | 61 | 2017 |
A hybrid filter-wrapper feature selection method for DDoS detection in cloud computing M Belouch, S Elhadaj, M Idhammad Intelligent Data Analysis 22 (6), 1209-1226, 2018 | 17 | 2018 |
The migration of the university IT infrastructure toward a secure IaaS Cloud I Mohamed, A Karim, A Ahmed 2015 International Conference on Electrical and Information Technologies …, 2015 | 5 | 2015 |
Distributed intrusion detection system in the cloud environment based on Apache Kafka and Apache Spark M Ouhssini, K Afdel, M Idhammad, E Agherrabi 2021 Fifth International Conference On Intelligent Computing in Data …, 2021 | 4 | 2021 |
A Deep Learning-Based Approach to Early Detection and Prevention of DDoS Attacks in Cloud Environments M OUHSSINI, K Afdel, M Idhammad, E Agherrabi Available at SSRN 4531416, 0 | | |