Cybersecurity for autonomous vehicles: Review of attacks and defense

K Kim, JS Kim, S Jeong, JH Park, HK Kim - Computers & security, 2021 - Elsevier
As technology has evolved, cities have become increasingly smart. Smart mobility is a
crucial element in smart cities, and autonomous vehicles are an essential part of smart …

[HTML][HTML] Cybersecurity challenges in vehicular communications

Z El-Rewini, K Sadatsharan, DF Selvaraj… - Vehicular …, 2020 - Elsevier
As modern vehicles are capable to connect to an external infrastructure and Vehicle-to-
Everything (V2X) communication technologies mature, the necessity to secure …

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 …

Cyberattacks and countermeasures for in-vehicle networks

E Aliwa, O Rana, C Perera, P Burnap - ACM computing surveys (CSUR), 2021 - dl.acm.org
As connectivity between and within vehicles increases, so does concern about safety and
security. Various automotive serial protocols are used inside vehicles such as Controller …

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 …

An intelligent secured framework for cyberattack detection in electric vehicles' CAN bus using machine learning

O Avatefipour, AS Al-Sumaiti, AM El-Sherbeeny… - Ieee …, 2019 - ieeexplore.ieee.org
Electric Vehicles' Controller Area Network (CAN) bus serves as a legacy protocol for in-
vehicle network communication. Simplicity, robustness, and suitability for real-time systems …

NovelADS: A novel anomaly detection system for intra-vehicular networks

K Agrawal, T Alladi, A Agrawal… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Modern vehicular electronics is a complex system of multiple Electronic Control Units
(ECUs) communicating to provide efficient vehicle functioning. These ECUs communicate …

A blockchain-based federated forest for SDN-enabled in-vehicle network intrusion detection system

I Aliyu, MC Feliciano, S Van Engelenburg… - IEEE …, 2021 - ieeexplore.ieee.org
In-vehicle communication systems are usually managed by controller area networks (CAN).
By broadcasting packets to their bus, the CAN facilitates the interaction between Electronic …

Intrusion detection system can-bus in-vehicle networks based on the statistical characteristics of attacks

J Khan, DW Lim, YS Kim - Sensors, 2023 - mdpi.com
For in-vehicle network communication, the controller area network (CAN) broadcasts to all
connected nodes without address validation. Therefore, it is highly vulnerable to all sorts of …

Retracted: An Evolutionary Deep Learning Anomaly Detection Framework for In-Vehicle Networks-CAN Bus

Y Lin, C Chen, F Xiao, O Avatefipour… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Modern vehicles are no longer considered as mere mechanical-based device, instead, they
have been hugely replaced by sophisticated electric devices known as Electronic Control …