A systematic survey of attack detection and prevention in connected and autonomous vehicles

T Limbasiya, KZ Teng, S Chattopadhyay… - Vehicular …, 2022 - Elsevier
The number of Connected and Autonomous Vehicles (CAVs) is increasing rapidly in various
smart transportation services and applications, considering many benefits to society, people …

A survey of attacks on controller area networks and corresponding countermeasures

HJ Jo, W Choi - IEEE Transactions on Intelligent Transportation …, 2021 - ieeexplore.ieee.org
The development of vehicle technologies such as connected and autonomous vehicle
environments provide drivers with functions for convenience and safety that are highly …

" Get in Researchers; We're Measuring Reproducibility": A Reproducibility Study of Machine Learning Papers in Tier 1 Security Conferences

D Olszewski, A Lu, C Stillman, K Warren… - Proceedings of the …, 2023 - dl.acm.org
Reproducibility is crucial to the advancement of science; it strengthens confidence in
seemingly contradictory results and expands the boundaries of known discoveries …

IdentifierIDS: A practical voltage-based intrusion detection system for real in-vehicle networks

Z Deng, J Liu, Y Xun, J Qin - IEEE Transactions on Information …, 2023 - ieeexplore.ieee.org
As innovative technologies such as autonomous driving, over-the-air technology, and
vehicle-to-everything are widely applied to intelligent connected vehicles, people can gain a …

CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level

MH Shahriar, Y Xiao, P Moriano… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
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 …

Cvmids: Cloud-vehicle collaborative intrusion detection system for internet-of-vehicles

J Qin, Y Xun, J Liu - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
As the evolution of 3GPP specification and the deployment of 5G network, Internet of
Vehicles (IoVs) boom fireworks. However, its attack surface is expanded with the increased …

Addressing the lack of comparability & testing in can intrusion detection research: A comprehensive guide to can ids data & introduction of the road dataset

ME Verma, MD Iannacone, RA Bridges… - arXiv preprint arXiv …, 2020 - arxiv.org
Although ubiquitous in modern vehicles, Controller Area Networks (CANs) lack basic
security properties and are easily exploitable. A rapidly growing field of CAN security …

Ecuprint—physical fingerprinting electronic control units on can buses inside cars and sae j1939 compliant vehicles

L Popa, B Groza, C Jichici… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
We fingerprint 54 ECUs from 10 cars, one of them being a heavy-duty vehicle that is
compliant to the SAE J1939 standard. These later specifications implemented in commercial …

{ZBCAN}: A {Zero-Byte}{CAN} Defense System

K Serag, R Bhatia, A Faqih, MO Ozmen… - 32nd USENIX Security …, 2023 - usenix.org
Controller Area Network (CAN) is a widely used network protocol. In addition to being the
main communication medium for vehicles, it is also used in factories, medical equipment …

ErrIDS: An enhanced cumulative timing error-based automotive intrusion detection system

S Lee, W Choi, HJ Jo, DH Lee - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Contemporary vehicles have undergone numerous transformations to become fully
computerized machines. This computerizing process is intended to provide safety and …