An Effective Ensemble Learning-Based Real-Time Intrusion Detection Scheme for an In-Vehicle Network
E Alalwany, I Mahgoub - Electronics, 2024 - mdpi.com
The emergence of connected and autonomous vehicles has led to complex network
architectures for electronic control unit (ECU) communication. The controller area network …
architectures for electronic control unit (ECU) communication. The controller area network …
[HTML][HTML] Beyond vanilla: Improved autoencoder-based ensemble in-vehicle intrusion detection system
Modern automobiles are equipped with a large number of electronic control units (ECUs) to
provide safe, driver assistance and comfortable services. The controller area network (CAN) …
provide safe, driver assistance and comfortable services. The controller area network (CAN) …
Machine learning-based intrusion detection system for controller area networks
O Minawi, J Whelan, A Almehmadi… - Proceedings of the 10th …, 2020 - dl.acm.org
The automotive industry continues to innovate at an exponential rate to provide a safer and
more efficient experience for consumers. Autonomous vehicles and Vehicle-to-Everything …
more efficient experience for consumers. Autonomous vehicles and Vehicle-to-Everything …
DivaCAN: Detecting in-vehicle intrusion attacks on a controller area network using ensemble learning
The controller area network (CAN) protocol is a critical communication mechanism in
vehicular systems. However, the widespread adoption of this protocol has introduced …
vehicular systems. However, the widespread adoption of this protocol has introduced …
Intrusion Detection Method for In‐Vehicle CAN Bus Based on Message and Time Transfer Matrix
As the number and computational power of electronic computing units installed in standard
automobiles continue to increase, contemporary motor vehicles face more cybersecurity …
automobiles continue to increase, contemporary motor vehicles face more cybersecurity …
Intrusion detection in vehicle controller area network (can) bus using machine learning: A comparative performance study
BS Bari, K Yelamarthi, S Ghafoor - Sensors, 2023 - mdpi.com
Electronic Control Units (ECUs) have been increasingly used in modern vehicles to control
the operations of the vehicle, improve driving comfort, and safety. For the operation of the …
the operations of the vehicle, improve driving comfort, and safety. For the operation of the …
Universal intrusion detection system on in-vehicle network
Abstract The Controller Area Network (CAN) protocol is widely used in automotive and
industrial applications for communication. However, the lack of authentication and …
industrial applications for communication. However, the lack of authentication and …
CANintelliIDS: Detecting in-vehicle intrusion attacks on a controller area network using CNN and attention-based GRU
AR Javed, S Ur Rehman, MU Khan… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Controller area network (CAN) is a communication protocol that provides reliable and
productive transmission between in-vehicle nodes continuously. CAN bus protocol is …
productive transmission between in-vehicle nodes continuously. CAN bus protocol is …
Unsupervised deep learning approach for in-vehicle intrusion detection system
H Narasimhan, V Ravi… - IEEE Consumer …, 2021 - ieeexplore.ieee.org
The controller area network (CAN) is a standard communication protocol used for sending
messages between electronic control unit of a modern automotive system. CAN protocol …
messages between electronic control unit of a modern automotive system. CAN protocol …
[HTML][HTML] A robust multi-stage intrusion detection system for in-vehicle network security using hierarchical federated learning
As connected and autonomous vehicles proliferate, the Controller Area Network (CAN) bus
has become the predominant communication standard for in-vehicle networks due to its …
has become the predominant communication standard for in-vehicle networks due to its …