A survey on controller area network reverse engineering
Controller Area Network (CAN) is a masterless serial bus designed and widely used for the
exchange of mission and time-critical information within commercial vehicles. In-vehicle …
exchange of mission and time-critical information within commercial vehicles. In-vehicle …
A Survey on integration of network communication into vehicle real-time motion control
B Deng, J Nan, W Cao, W Wang - … Communications Surveys & …, 2023 - ieeexplore.ieee.org
In the initial period of automobile development, the vast majority of researchers would never
have guessed network communications would be applied to vehicles one day. After the …
have guessed network communications would be applied to vehicles one day. After the …
Addressing the lack of comparability & testing in CAN intrusion detection research: A comprehensive guide to CAN IDS data & introduction of the ROAD dataset
Although ubiquitous in modern vehicles, Controller Area Networks (CANs) lack basic
security properties and are easily exploitable. A rapidly growing field of CAN security …
security properties and are easily exploitable. A rapidly growing field of CAN security …
[HTML][HTML] Privacy pitfalls of releasing in-vehicle network data
The ever-increasing volume of vehicular data has enabled different service providers to
access and monetize in-vehicle network data of millions of drivers. However, such data often …
access and monetize in-vehicle network data of millions of drivers. However, such data often …
Many-objective optimization based intrusion detection for in-vehicle network security
In-vehicle network security plays a vital role in ensuring the secure information transfer
between vehicle and Internet. The existing research is still facing great difficulties in …
between vehicle and Internet. The existing research is still facing great difficulties in …
Time-based can intrusion detection benchmark
Modern vehicles are complex cyber-physical systems made of hundreds of electronic control
units (ECUs) that communicate over controller area networks (CANs). This inherited …
units (ECUs) that communicate over controller area networks (CANs). This inherited …
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 …
Reverse engineering controller area network messages using unsupervised machine learning
U Ezeobi, H Olufowobi, C Young… - IEEE Consumer …, 2020 - ieeexplore.ieee.org
The smart city landscape is rife with opportunities for mobility and economic optimization, but
also presents many security concerns spanning the range of components and systems in the …
also presents many security concerns spanning the range of components and systems in the …
In-vehicle network anomaly detection using extreme gradient boosting machine
Modern vehicles have significantly increased the number of Internet of Things (IoT) devices
called electronic control units (ECUs) connected by in-vehicle networks to provide enhanced …
called electronic control units (ECUs) connected by in-vehicle networks to provide enhanced …
Detecting can masquerade attacks with signal clustering similarity
Vehicular Controller Area Networks (CANs) are susceptible to cyber attacks of different
levels of sophistication. Fabrication attacks are the easiest to administer--an adversary …
levels of sophistication. Fabrication attacks are the easiest to administer--an adversary …