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 …
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 …
In-vehicle network intrusion detection systems: a systematic survey of deep learning-based approaches
F Luo, J Wang, X Zhang, Y Jiang, Z Li, C Luo - PeerJ Computer Science, 2023 - peerj.com
Developments in connected and autonomous vehicle technologies provide drivers with
many convenience and safety benefits. Unfortunately, as connectivity and complexity within …
many convenience and safety benefits. Unfortunately, as connectivity and complexity within …
Comparative performance evaluation of intrusion detection based on machine learning in in-vehicle controller area network bus
Communication between the nodes in a vehicle is performed using many protocols. The
most common of these is known as the Controller Area Network (CAN). The functionality of …
most common of these is known as the Controller Area Network (CAN). The functionality of …
CAN-ADF: The controller area network attack detection framework
In recent years, there has been significant interest in develo** 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 …
Internet of things meets vehicles: Sheltering in-vehicle network through lightweight machine learning
J **ao, H Wu, X Li - Symmetry, 2019 - mdpi.com
An internet of vehicles allows intelligent automobiles to interchange messages with other
cars, traffic management departments, and data analysis companies about vehicle …
cars, traffic management departments, and data analysis companies about vehicle …
Intrusion detection in vehicle controller area network (can) bus using machine learning: A comparative performance study
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 …
Intrusion Detecting System Based on Temporal Convolutional Network for In‐Vehicle CAN Networks
D Shi, M Xu, T Wu, L Kou - Mobile Information Systems, 2021 - Wiley Online Library
In recent years, deep learning theories, such as Recurrent Neural Networks (RNN) and
Convolutional Neural Networks (CNN), have been applied as effective methods for intrusion …
Convolutional Neural Networks (CNN), have been applied as effective methods for intrusion …
Towards an awareness of time series anomaly detection models' adversarial vulnerability
Time series anomaly detection is extensively studied in statistics, economics, and computer
science. Over the years, numerous methods have been proposed for time series anomaly …
science. Over the years, numerous methods have been proposed for time series anomaly …
Intrusion detection system using artificial intelligence for internal messages of robotic cars
Modern cars have evidenced to be susceptible to attacks by security researchers through
physical and remote access to the cars' internal network. They can access a Controller Area …
physical and remote access to the cars' internal network. They can access a Controller Area …