CAN bus intrusion detection based on auxiliary classifier GAN and out-of-distribution detection
The Controller Area Network (CAN) is a ubiquitous bus protocol present in the
Electrical/Electronic (E/E) systems of almost all vehicles. It is vulnerable to a range of attacks …
Electrical/Electronic (E/E) systems of almost all vehicles. It is vulnerable to a range of attacks …
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 …
[HTML][HTML] Detecting in-vehicle intrusion via semi-supervised learning-based convolutional adversarial autoencoders
With the development of autonomous vehicle technology, the controller area network (CAN)
bus has become the de facto standard for an in-vehicle communication system because of …
bus has become the de facto standard for an in-vehicle communication system because of …
Domain adversarial neural network-based intrusion detection system for in-vehicle network variant attacks
J Wei, Y Chen, Y Lai, Y Wang… - IEEE Communications …, 2022 - ieeexplore.ieee.org
A controller area network (CAN) bus that controls real-time communication and data
transmission of electronic control units in vehicles lacks security mechanisms and is highly …
transmission of electronic control units in vehicles lacks security mechanisms and is highly …
CAN-ADF: The controller area network attack detection framework
In recent years, there has been significant interest in developing autonomous vehicles such
as self-driving cars. In-vehicle communications, due to simplicity and reliability, a Controller …
as self-driving cars. In-vehicle communications, due to simplicity and reliability, a Controller …
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 …
GIDS: GAN based intrusion detection system for in-vehicle network
A Controller Area Network (CAN) bus in the vehicles is an efficient standard bus enabling
communication between all Electronic Control Units (ECU). However, CAN bus is not …
communication between all Electronic Control Units (ECU). However, CAN bus is not …
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 …
An unsupervised learning approach for in-vehicle network intrusion detection
N Leslie - 2021 55th Annual Conference on Information …, 2021 - ieeexplore.ieee.org
In-vehicle networks remain largely unprotected from a myriad of vulnerabilities to failures
caused by adversarial activities. Remote attacks on the SAE J1939 protocol based on …
caused by adversarial activities. Remote attacks on the SAE J1939 protocol based on …
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 …