3 citations · 5 across the 2 of their papers we have counts for
3 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…