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 …
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 …
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 …
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 system for automotive Controller Area Network (CAN) bus system: a review
SF Lokman, AT Othman, MH Abu-Bakar - EURASIP Journal on Wireless …, 2019 - Springer
The modern vehicles nowadays are managed by networked controllers. Most of the
networks were designed with little concern about security which has recently motivated …
networks were designed with little concern about security which has recently motivated …
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 …
Detecting can bus intrusion by applying machine learning method to graph based features
Modern vehicle is considered as a system vulnerable to attacks because it is connected to
the outside world via a wireless interface. Although, connectivity provides more convenience …
the outside world via a wireless interface. Although, connectivity provides more convenience …
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 detection approach of unknown cyber-attacks for intra-vehicle networks using recurrence plots and neural networks
OY Al-Jarrah, K El Haloui, M Dianati… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
Proliferation of connected services in modern vehicles could make them vulnerable to a
wide range of cyber-attacks through intra-vehicle networks that connect various vehicle …
wide range of cyber-attacks through intra-vehicle networks that connect various vehicle …
Securing CAN bus in connected and autonomous vehicles using supervised machine learning approaches
R Gundu, M Maleki - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
Connected and Autonomous Vehicles (CAVs) are becoming a promising solution in
Intelligent Transportation Systems (ITS). Despite these advancements, vehicles still use a …
Intelligent Transportation Systems (ITS). Despite these advancements, vehicles still use a …