Road context-aware intrusion detection system for autonomous cars

J Jiang, C Wang, S Chattopadhyay… - … Security: 21st International …, 2020 - Springer
Security is of primary importance to vehicles. The viability of performing remote intrusions to
the in-vehicle network has been manifested. For unmanned autonomous cars, limited work …

A hybrid approach toward efficient and accurate intrusion detection for in-vehicle networks

L Zhang, D Ma - IEEE Access, 2022 - ieeexplore.ieee.org
With recent advancements in the automotive world and the introduction of autonomous
vehicles, automotive security has become a real and important issue. Modern vehicles have …

A deep learning-based intrusion detection system for in-vehicle networks

H Alqahtani, G Kumar - Computers and Electrical Engineering, 2022 - Elsevier
Modern vehicles are increasingly getting connected within the vehicles, with other systems,
leading to more concerns about security. Controller area network (CAN) has become a de …

[HTML][HTML] A context-aware on-board intrusion detection system for smart vehicles

D Micale, I Matteucci, F Fenzl, R Rieke… - International Journal of …, 2024 - Springer
Modern vehicles are becoming more appealing to potential intruders due to two primary
reasons. Firstly, they are now equipped with various connectivity features like WiFi …

An enhanced multi-stage deep learning framework for detecting malicious activities from autonomous vehicles

IA Khan, N Moustafa, D Pi, W Haider… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Intelligent Transportation Systems (ITS), particularly Autonomous Vehicles (AVs), are
susceptible to safety and security concerns that impend people's lives. Nothing like manually …

X-CANIDS: Signal-Aware Explainable Intrusion Detection System for Controller Area Network-Based In-Vehicle Network

S Jeong, S Lee, H Lee, HK Kim - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Controller Area Network (CAN) is an essential networking protocol that connects multiple
electronic control units (ECUs) in a vehicle. However, CAN-based in-vehicle networks (IVNs) …

DAD: A Distributed Anomaly Detection framework for future In-vehicle network

E Gherbi, B Hanczar, JC Janodet… - … on Electrical, Computer …, 2022 - ieeexplore.ieee.org
Future in-vehicle (autonomous vehicles) network architectures will consider many aspects of
modern network security by design. The general system contains many sub-systems related …

CANGuard: Practical intrusion detection for in-vehicle network via unsupervised learning

W Zhou, H Fu, S Kapoor - 2021 IEEE/ACM Symposium on Edge …, 2021 - ieeexplore.ieee.org
Modern vehicles are becoming more advanced recently by incorporating new functionalities,
such as V2X, more connectivity and autonomous driving. However, these new things also …

MTH-IDS: A multitiered hybrid intrusion detection system for internet of vehicles

L Yang, A Moubayed, A Shami - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Modern vehicles, including connected vehicles and autonomous vehicles, nowadays
involve many electronic control units connected through intravehicle networks (IVNs) to …

Deep learning-based anomaly detection for connected autonomous vehicles using spatiotemporal information

P Mansourian, N Zhang, A Jaekel… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Although connected mymargin autonomous vehicles (CAVs) hold great potential to improve
driving safety and experience significantly, cybersecurity remains a critical concern. As the …