3 citations · 5 across the 6 of their papers we have counts for
12 papers
CAN-BERT do it? Controller Area Network Intrusion Detection System based on BERT Language Model
Natasha Alkhatib, Maria Mushtaq, Hadi Ghauch +1
Due to the rising number of sophisticated customer functionalities, electronic control units (ECUs) are increasingly integrated into modern automotive systems. However, the high co…
Unsupervised Network Intrusion Detection System for AVTP in Automotive Ethernet Networks
Natasha Alkhatib, Maria Mushtaq, Hadi Ghauch +1
Network Intrusion Detection Systems (NIDSs) are widely regarded as efficient tools for securing in-vehicle networks against diverse cyberattacks. However, since cyberattacks are al…
SOME/IP Intrusion Detection using Deep Learning-based Sequential Models in Automotive Ethernet Networks
Natasha Alkhatib, Hadi Ghauch, Jean-Luc Danger
Intrusion Detection Systems are widely used to detect cyberattacks, especially on protocols vulnerable to hacking attacks such as SOME/IP. In this paper, we present a deep learning…
Enhanced Beam Alignment for Millimeter Wave MIMO Systems: A Kolmogorov Model
Qiyou Duan, Taejoon Kim, Hadi Ghauch
We present an enhancement to the problem of beam alignment in millimeter wave (mmWave) multiple-input multiple-output (MIMO) systems, based on a modification of the machine learnin…
A Hybrid Model-based and Data-driven Approach to Spectrum Sharing in mmWave Cellular Networks
Hossein S. Ghadikolaei, Hadi Ghauch, Gabor Fodor +2
Inter-operator spectrum sharing in millimeter-wave bands has the potential of substantially increasing the spectrum utilization and providing a larger bandwidth to individual user…
Multi-tone Signal Optimization for Wireless Power Transfer in the Presence of Wireless Communication Links
Boules A. Mouris, Hadi Ghauch, Ragnar Thobaben +1
In this paper, we study optimization of multi-tone signals for wireless power transfer (WPT) systems. We investigate different non-linear energy harvesting models. Two of them are…