Transformer-based attention network for in-vehicle intrusion detection
Despite the significant advantages of communication systems between electronic control
units, the controller area network (CAN) protocol is vulnerable to attacks owing to its weak …
units, the controller area network (CAN) protocol is vulnerable to attacks owing to its weak …
[HTML][HTML] Supervised contrastive ResNet and transfer learning for the in-vehicle intrusion detection system
High-end vehicles have been equipped with several electronic control units (ECUs), which
provide upgrading functions to enhance the driving experience. The controller area network …
provide upgrading functions to enhance the driving experience. The controller area network …
CANTransfer: Transfer learning based intrusion detection on a controller area network using convolutional LSTM network
In-vehicle communications, due to simplicity and reliability, a Controller Area Network (CAN)
bus is widely used as the de facto standard to provide serial communications between …
bus is widely used as the de facto standard to provide serial communications between …
CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level
Modern vehicles rely on a fleet of electronic control units (ECUs) connected through
controller area network (CAN) buses for critical vehicular control. With the expansion of …
controller area network (CAN) buses for critical vehicular control. With the expansion of …
CANPerFL: improve in-vehicle intrusion detection performance by sharing knowledge
The Controller Area Network (CAN) is a widely used communication protocol in
automobiles, but it is vulnerable to various types of attacks. To address this issue …
automobiles, but it is vulnerable to various types of attacks. To address this issue …
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 …
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 …
A novel intrusion detection model for the CAN bus packet of in-vehicle network based on attention mechanism and autoencoder
P Wei, B Wang, X Dai, L Li, F He - Digital Communications and Networks, 2023 - Elsevier
The attacks on in-vehicle Controller Area Network (CAN) bus messages severely disrupt
normal communication between vehicles. Therefore, researches on intrusion detection …
normal communication between vehicles. Therefore, researches on intrusion detection …
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 …
PPM-InVIDS: Privacy protection model for in-vehicle intrusion detection system based complex-valued neural network
M Han, P Cheng, S Ma - Vehicular Communications, 2021 - Elsevier
As the rapidly increasing connectedness of modern vehicles, more and more information
security incidents targeting Intelligent Connected Vehicle (ICV) are emerging. Some …
security incidents targeting Intelligent Connected Vehicle (ICV) are emerging. Some …