Aiden: Association-learning-based attack identification on the edge of V2X communication networks

Y Chen, M Alam, S Mumtaz - IEEE Transactions on Green …, 2022 - ieeexplore.ieee.org
In vehicle security, attack identification has been proposed to identify the compromised
electronic control units (ECUs) of a vehicle. Fingerprinting methods using a variety of …

Identifying compromised electronic control units via voltage fingerprinting

KG Shin, KT Cho - US Patent 11,108,789, 2021 - Google Patents
Research efforts to detect and prevent possible attacks on vehicles have led to various
defense schemes that are capable of preventing attacks and/or determining the …

Viden: Attacker identification on in-vehicle networks

KT Cho, KG Shin - Proceedings of the 2017 ACM SIGSAC Conference …, 2017 - dl.acm.org
Various defense schemes---which determine the presence of an attack on the in-vehicle
network---have recently been proposed. However, they fail to identify which Electronic …

Real-time security warning and ecu identification for in-vehicle networks

H Wei, Q Ai, W Zhao, Y Zhang - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Vehicle intelligence and networking have manifested the significance of the embedded
controller area network (CAN) bus. However, the lack of message encryption and identity …

Comparative study of ensemble learning techniques for fuzzy attack detection in in-vehicle networks

D Swessi, H Idoudi - International Conference on Advanced Information …, 2022 - Springer
Nowadays, vehicles have become more complex due to the increased number of electronic
control units communicating through in-vehicle networks. Controller area network (CAN) is …

Ecu fingerprinting through parametric signal modeling and artificial neural networks for in-vehicle security against spoofing attacks

A Hafeez, K Topolovec, S Awad - 2019 15th International …, 2019 - ieeexplore.ieee.org
Fully connected autonomous vehicles are more vulnerable than ever to hacking and data
theft. The controller area network (CAN) protocol is used for communication between in …

Scission: Signal characteristic-based sender identification and intrusion detection in automotive networks

M Kneib, C Huth - Proceedings of the 2018 ACM SIGSAC conference on …, 2018 - dl.acm.org
Increased connectivity increases the attack vector. This also applies to connected vehicles in
which vulnerabilities not only threaten digital values but also humans and the environment …

In-Vehicle Network Injection Attacks Detection Based on Feature Selection and Classification

H Ji, L Wang, H Qin, Y Wang, J Zhang, B Chen - Automotive Innovation, 2024 - Springer
Detecting abnormal data generated from cyberattacks has emerged as a crucial approach
for identifying security threats within in-vehicle networks. The transmission of information …

Graph-based intrusion detection system for controller area networks

R Islam, RUD Refat, SM Yerram… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The controller area network (CAN) is the most widely used intra-vehicular communication
network in the automotive industry. Because of its simplicity in design, it lacks most of the …

Identifying ecus using inimitable characteristics of signals in controller area networks

W Choi, HJ Jo, S Woo, JY Chun… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
As the functions of vehicles are more computerized for the safety and convenience of
drivers, attack surfaces of vehicle are accordingly increasing. Many attack results have …