Search Results for author: Maria Mushtaq

Found 2 papers, 0 papers with code

CAN-BERT do it? Controller Area Network Intrusion Detection System based on BERT Language Model

no code implementations17 Oct 2022 Natasha Alkhatib, Maria Mushtaq, Hadi Ghauch, Jean-Luc Danger

Due to the rising number of sophisticated customer functionalities, electronic control units (ECUs) are increasingly integrated into modern automotive systems.

Anomaly Detection Language Modelling +1

Unsupervised Network Intrusion Detection System for AVTP in Automotive Ethernet Networks

no code implementations31 Jan 2022 Natasha Alkhatib, Maria Mushtaq, Hadi Ghauch, Jean-Luc Danger

Hence, in this paper, we compare the performance of different unsupervised deep and machine learning based anomaly detection algorithms, for real-time detection of anomalies on the Audio Video Transport Protocol (AVTP), an application layer protocol implemented in the recent Automotive Ethernet based in-vehicle network.

Anomaly Detection BIG-bench Machine Learning +1

Cannot find the paper you are looking for? You can Submit a new open access paper.