Comparison of machine learning-based anomaly detectors for controller area network
This paper presents a comparative analysis of different Machine Learning-based detection
algorithms designed for Controller Area Network (CAN) communication on three different …
algorithms designed for Controller Area Network (CAN) communication on three different …
[HTML][HTML] Reconfigurable can intrusion detection and response system
R Saini, R Islam - Electronics, 2024 - mdpi.com
The controller area network (CAN) remains the de facto standard for intra-vehicular
communication. CAN enables reliable communication between various microcontrollers and …
communication. CAN enables reliable communication between various microcontrollers and …
An automotive reference testbed with trusted security services
While research in the field of automotive systems inclined in the past years towards
technologies such as Vehicle-to-Everything (V2X) or Connected and Automated Vehicle …
technologies such as Vehicle-to-Everything (V2X) or Connected and Automated Vehicle …
[PDF][PDF] A Comprehensive Analysis of Datasets for Automotive Intrusion Detection Systems.
Recently, automotive intrusion detection systems (IDSs) have emerged as promising
defense approaches to counter attacks on in-vehicle networks (IVNs). However, the …
defense approaches to counter attacks on in-vehicle networks (IVNs). However, the …
Electric Vehicles Security and Privacy: Challenges, Solutions, and Future Needs
Electric Vehicles (EVs) share common technologies with classical fossil-fueled cars, but they
also employ novel technologies and components (eg, Charging System and Battery …
also employ novel technologies and components (eg, Charging System and Battery …
NeuroCAN: Contextual anomaly detection in controller area networks
P Balaji, M Ghaderi - 2021 IEEE International Smart Cities …, 2021 - ieeexplore.ieee.org
The Controller Area Network (CAN) is an established standard for inter-connecting onboard
Electronic Control Units (ECUs) in a vehicle. Through sensors and actuators, ECUs maintain …
Electronic Control Units (ECUs) in a vehicle. Through sensors and actuators, ECUs maintain …
A Survey and Comparative Analysis of Security Properties of CAN Authentication Protocols
The large number of Electronic Control Units (ECUs) mounted on modern cars and their
expansive communication capabilities create a substantial attack surface for potential …
expansive communication capabilities create a substantial attack surface for potential …
DGIDS: Dynamic graph-based intrusion detection system for CAN
J Song, G Qin, Y Liang, J Yan, M Sun - Computers & Security, 2024 - Elsevier
Abstract The Controller Area Network (CAN) is widely used in automobiles to interconnect
safety-critical electronic control units (ECUs). Unfortunately, CAN does not have inherent …
safety-critical electronic control units (ECUs). Unfortunately, CAN does not have inherent …
Multi-classification in-vehicle intrusion detection system using packet-and sequence-level characteristics from time-embedded transformer with autoencoder
In recent years, the increased application of controller area network (CAN) protocols has
made it the de facto standard for communication between electronic control units (ECUs) in …
made it the de facto standard for communication between electronic control units (ECUs) in …
SIDiLDNG: A similarity-based intrusion detection system using improved Levenshtein Distance and N-gram for CAN
J Song, G Qin, Y Liang, J Yan, M Sun - Computers & Security, 2024 - Elsevier
Due to the absence of encryption and authentication mechanisms in the Controller Area
Network (CAN), it is highly susceptible to attacks, especially with the increasing connectivity …
Network (CAN), it is highly susceptible to attacks, especially with the increasing connectivity …