Securing CAN bus in connected and autonomous vehicles using supervised machine learning approaches
R Gundu, M Maleki - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
Connected and Autonomous Vehicles (CAVs) are becoming a promising solution in
Intelligent Transportation Systems (ITS). Despite these advancements, vehicles still use a …
Intelligent Transportation Systems (ITS). Despite these advancements, vehicles still use a …
Investigation of Security Threat Datasets for Intra-and Inter-Vehicular Environments
A Haddaji, S Ayed, L Chaari Fourati… - Sensors, 2024 - mdpi.com
Vehicular networks have become a critical component of modern transportation systems by
facilitating communication between vehicles and infrastructure. Nonetheless, the security of …
facilitating communication between vehicles and infrastructure. Nonetheless, the security of …
The hybrid similar neighborhood robust factorization machine model for can bus intrusion detection in the in-vehicle network
Y He, Z Jia, M Hu, C Cui, Y Cheng… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Controller area network (CAN) is the most commonly used bus technology for In-vehicle
network and uses multicast communication without corresponding security measures …
network and uses multicast communication without corresponding security measures …
Systematic evaluation of automotive intrusion detection datasets
A Vahidi, T Rosenstatter, NI Mowla - … of the 6th ACM Computer Science …, 2022 - dl.acm.org
Some current and next generation security solutions employ machine learning and related
technologies. Due to the nature of these applications, correct use of machine learning can …
technologies. Due to the nature of these applications, correct use of machine learning can …
[PDF][PDF] Supporting CAN Bus Anomaly Detection with Correlation Data.
Communication on the Controller Area Network (CAN) in vehicles is notably lacking in
security measures, rendering it susceptible to remote attacks. These cyberattacks can …
security measures, rendering it susceptible to remote attacks. These cyberattacks can …
SECREDAS: Safe and (Cyber-) Secure Cooperative and Automated Mobility
C van der Ploeg, J van de Sluis, S Gerres… - IFAC-PapersOnLine, 2023 - Elsevier
Abstract Infrastructure-to-Vehicle (I2V) and Vehicle-to-Infrastructure (V2I) communication is
likely to be a key-enabling technology for automated driving in the future. Using externally …
likely to be a key-enabling technology for automated driving in the future. Using externally …
[PDF][PDF] Intra-Vehicular Network Security Datasets Evaluation.
A Haddaji, S Ayed, LC Fourati - SIMULTECH, 2023 - scitepress.org
Vehicular networks are more and more connected to the outside world. Therefore they
became highly vulnerable to different cyber-attacks by being an easy target. Consequently …
became highly vulnerable to different cyber-attacks by being an easy target. Consequently …
A Lightweight Intrusion Detection Model for In-vehicular CAN Networks
DS Divya Raj, G Renjith, S Aji - Proceedings of Third International …, 2023 - Springer
Abstract The Intelligent Transport System (ITS) is an important development in this
technological era. Effective communication in ITS is possible by means of different network …
technological era. Effective communication in ITS is possible by means of different network …
Improving CAN anomaly detection with correlation-based signal clustering
Communication on the Controller Area Network (CAN) in vehicles is notably lacking in
security measures, rendering it susceptible to remote attacks. These cyberattacks can …
security measures, rendering it susceptible to remote attacks. These cyberattacks can …