Multi-stage Jamming Attacks Detection using Deep Learning Combined with Kernelized Support Vector Machine in 5G Cloud Radio Access Networks

no code implementations • 13 Apr 2020 • Marouane Hachimi, Georges Kaddoum, Ghyslain Gagnon, Poulmanogo Illy

In 5G networks, the Cloud Radio Access Network (C-RAN) is considered a promising future architecture in terms of minimizing energy consumption and allocating resources efficiently by providing real-time cloud infrastructures, cooperative radio, and centralized data processing.

BIG-bench Machine Learning General Classification +1

Securing Fog-to-Things Environment Using Intrusion Detection System Based On Ensemble Learning

no code implementations • 30 Jan 2019 • Poulmanogo Illy, Georges Kaddoum, Christian Miranda Moreira, Kuljeet Kaur, Sahil Garg

Many solutions proposed in the literature are reported to have high accuracy but are ineffective in real applications due to the non-representativity of the dataset used for training and evaluation of the underlying models.

Anomaly Detection Ensemble Learning +1