Idriss Idrissi

Toward a deep learning-based intrusion detection system for IoT against botnet attacks

Idriss Idrissi, Mohammed Boukabous, Mostafa Azizi et al. · IAES International Journal of Artificial Intelligence · 2021 · 95 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

A Lightweight Optimized Deep Learning-based Host-Intrusion Detection System Deployed on the Edge for IoT

Idriss Idrissi, Omar Moussaoui, Mostafa Azizi · International Journal of Computing and Digital Systems · 2022 · 62 citations · Full text

IoT security with Deep Learning-based Intrusion Detection Systems: A systematic literature review

Idriss Idrissi, Mostafa Azizi, Omar Moussaoui · 2020 · 59 citations

Engineering, Machine Learning, Information Security +19

Accelerating the update of a DL-based IDS for IoT using deep transfer learning

Idriss Idrissi, Mostafa Azizi, Omar Moussaoui · Indonesian Journal of Electrical Engineering and Computer Science · 2021 · 50 citations · Full text

Anomaly Detection, Machine Learning, Deep Transfer Learning +21

An unsupervised generative adversarial network based-host intrusion detection system for internet of things devices

Idriss Idrissi, Mostafa Azizi, Omar Moussaoui · Indonesian Journal of Electrical Engineering and Computer Science · 2022 · 31 citations · Full text

Iot Data Analytics, Anomaly Detection, Machine Learning +14