Djallel Hamouda

Edge-IIoTset: A New Comprehensive Realistic Cyber Security Dataset of IoT and IIoT Applications for Centralized and Federated Learning

Mohamed Amine Ferrag, Othmane Friha, Djallel Hamouda et al. · IEEE Access · 2022 · 811 citations · Full text

Engineering, Machine Learning, Iiot Applications +20

Deep Learning-Based Intrusion Detection for Distributed Denial of Service Attack in Agriculture 4.0

Mohamed Amine Ferrag, Lei Shu, Djallel Hamouda et al. · Electronics · 2021 · 232 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Edge Learning for 6G-Enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses

Mohamed Amine Ferrag, Othmane Friha, Burak Kantarcı et al. · IEEE Communications Surveys & Tutorials · 2023 · 106 citations

Edge Learning, Engineering, Machine Learning +20

PPSS: A privacy-preserving secure framework using blockchain-enabled federated deep learning for Industrial IoTs

Djallel Hamouda, Mohamed Amine Ferrag, Nadjette Benhamida et al. · Pervasive and Mobile Computing · 2022 · 49 citations

Industrial Iots, Engineering, Information Security +9

Edge-IIoTset: A New Comprehensive Realistic Cyber Security Dataset of IoT and IIoT Applications for Centralized and Federated Learning

Mohamed Amine Ferrag, Othmane Friha, Djallel Hamouda et al. · 2022 · 46 citations · Full text

Engineering, Cloud Computing Layer, Iiot Applications +17