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 …

Scalable end-to-end autonomous vehicle testing via rare-event simulation

M O'Kelly, A Sinha, H Namkoong… - Advances in neural …, 2018 - proceedings.neurips.cc
While recent developments in autonomous vehicle (AV) technology highlight substantial
progress, we lack tools for rigorous and scalable testing. Real-world testing, the de facto …

A review on automatic generation of attack trees and its application to automotive cybersecurity

K Sowka, V Palade, H Jadidbonab… - Artificial Intelligence and …, 2023 - Springer
A comprehensive cybersecurity evaluation of automotive on-board networks has become a
crucial antecedent to the commercial distribution of vehicles. However, the means to perform …

Valet attack on privacy: a cybersecurity threat in automotive Bluetooth infotainment systems

V Renganathan, E Yurtsever, Q Ahmed, A Yener - Cybersecurity, 2022 - Springer
Modern automobiles are equipped with connectivity features to enhance the user's comfort.
Bluetooth is one such communication technology that is used to pair a personal device with …

Towards a systematic security evaluation of the automotive Bluetooth interface

M Cheah, SA Shaikh, O Haas, A Ruddle - Vehicular Communications, 2017 - Elsevier
The modern vehicle requires connectivity in order to enable and enhance comfort and
convenience features so desired by customers. This connectivity however also allows the …

A process to facilitate automated automotive cybersecurity testing

S Marksteiner, N Marko, A Smulders… - 2021 IEEE 93rd …, 2021 - ieeexplore.ieee.org
Modern vehicles become increasingly digitalized with advanced information technology-
based solutions like advanced driving assistance systems and vehicle-to-x communications …

Survey of model-based security testing approaches in the automotive domain

F Sommer, R Kriesten, F Kargl - IEEE Access, 2023 - ieeexplore.ieee.org
Modern connected or autonomous vehicles (AVs) are highly complex cyber-physical
systems. As a result of the high number of different technologies and connectivity features …

Applying security testing techniques to automotive engineering

I Pekaric, C Sauerwein, M Felderer - Proceedings of the 14th …, 2019 - dl.acm.org
Over the past few decades, the automotive industry was mostly focused on testing the safety
aspects of a vehicle. However, this was not the case with security testing as it only began to …

Enabling security checking of automotive ECUs with formal CSP models

J Heneghan, SA Shaikh, J Bryans… - 2019 49th Annual …, 2019 - ieeexplore.ieee.org
This paper presents an approach, using the process-algebra CSP, that aims to support
systematic security testing of ECU components. An example use case regarding Over-The …

Requirements for the automated generation of attack trees to support automotive cybersecurity assurance

K Sowka, LP Cobos, A Ruddle, P Wooderson - 2022 - sae.org
As the need for automotive assurance continues to grow, it becomes necessary to develop
approaches which can provide assurance cases in a systematic and efficient manner. In the …