| Fed-anids: Federated learning for anomaly-based network intrusion detection systems MJ Idrissi, H Alami, A El Mahdaouy, A El Mekki, S Oualil, Z Yartaoui, ... Expert Systems with Applications 234, 121000, 2023 | 176 | 2023 |
| Fedbs: Learning on non-iid data in federated learning using batch normalization MJ Idrissi, I Berrada, G Noubir 2021 IEEE 33rd International Conference on Tools with Artificial …, 2021 | 25 | 2021 |
| DomURLs_BERT: Pre-trained BERT-based model for malicious domains and URLs detection and classification AE Mahdaouy, S Lamsiyah, MJ Idrissi, H Alami, Z Yartaoui, I Berrada arXiv preprint arXiv:2409.09143, 2024 | 16 | 2024 |
| Lightweight Federated Learning for Efficient Network Intrusion Detection. A Bouayad, H Alami, MJ Idrissi, I Berrada IEEE Access 12, 172027-172045, 2024 | 9 | 2024 |
| NF-NIDS: normalizing flows for network intrusion detection systems MJ Idrissi, H Alami, A Bouayad, I Berrada 2023 10th International Conference on Wireless Networks and Mobile …, 2023 | 6 | 2023 |
| Investigating domain adaptation for network intrusion detection H Alami, MJ Idrissi, A El Mahdaouy, A Bouayad, Z Yartaoui, I Berrada 2023 10th International Conference on Wireless Networks and Mobile …, 2023 | 3 | 2023 |
| Flow timeout matters: Investigating the impact of active and idle timeouts on the performance of machine learning models in detecting security threats M Janati Idrissi, H Alami, A El Mahdaouy, A Bouayad, Z Yartaoui, ... | 1 | 2025 |
| Flow timeout matters: Investigating the impact of active and idle timeouts on the performance of machine learning models in detecting security threats MJ Idrissi, H Alami, A El Mahdaouy, A Bouayad, Z Yartaoui, I Berrada Future Generation Computer Systems 166, 107641, 2025 | 1 | 2025 |
| Lightweight-Fed-NIDS: A Lightweight Federated Learning Framework for Enhanced Network Intrusion Detection System A Bouayad, H Alami, MJ Idrissi, I Berrada IEEE Access, 2024 | 1 | 2024 |
| PrivFlow-NIDS: Privacy-Preserving Network Intrusion Detection Through Federated Learning and Normalizing Flows AA El Alami, M Janati Idrissi, M Boussakssou, M Sebnat, A Elmoufidi International Conference on Mathematics Data Science, 70-81, 2024 | | 2024 |
| Securing Networks: Anomaly-Based Network Intrusion Detection with Federated Learning MJ Idrissi Mohammed VI Polytechnic University, 2024 | | 2024 |
Ismail BerradaUniversity Mohammed 6 Polytechnic (UM6P)Verified email at um6p.ma
