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 …
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 …
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 …
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 …
Candito: improving payload-based detection of attacks on controller area networks
S Longari, CA Pozzoli, A Nichelini, M Carminati… - … Symposium on Cyber …, 2023 - Springer
Over the years, the increasingly complex and interconnected vehicles raised the need for
effective and efficient Intrusion Detection Systems against on-board networks. In light of the …
effective and efficient Intrusion Detection Systems against on-board networks. In light of the …
Deep Learning in the Fast Lane: A Survey on Advanced Intrusion Detection Systems for Intelligent Vehicle Networks
M Almehdhar, A Albaseer, MA Khan… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
The rapid evolution of modern automobiles into intelligent and interconnected entities
presents new challenges in cybersecurity, particularly in Intrusion Detection Systems (IDS) …
presents new challenges in cybersecurity, particularly in Intrusion Detection Systems (IDS) …
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 …
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 …
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 …