Autonomous vehicles: Sophisticated attacks, safety issues, challenges, open topics, blockchain, and future directions

A Giannaros, A Karras, L Theodorakopoulos… - … of Cybersecurity and …, 2023 - mdpi.com
… problems that are associated with autonomous cars and the countermeasures that are related
to them; We analyze all potential attack vectors on autonomous vehicles, an endeavor that …

A survey on security attacks and defense techniques for connected and autonomous vehicles

M Pham, K Xiong - Computers & Security, 2021 - Elsevier
… Besides, our survey paper covers the recent developments of attacks and defenses on CAVs,
including three ethical hacking studies on Tesla and Baidu autonomous vehicles in 2019. …

Threats and attacks to modern vehicles

SG Philipsen, B Andersen… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
attacks and threats to modern vehicles and presents a security analysis with potential
countermeasures. We discuss the future of modern and autonomous vehicles … by a sophisticated

Addressing malware attacks on connected and autonomous vehicles: recent techniques and challenges

A Al-Sabaawi, K Al-Dulaimi, E Foo… - Malware Analysis Using …, 2021 - Springer
… the interfacing of Vehicle to Vehicle (V2V) and Vehicle to … to the attack, defence and detection
of malware in vehicles. … -the-art intra–inter-vehicle communication. Hackers can access this …

Potential cyberattacks on automated vehicles

J Petit, SE Shladover - IEEE Transactions on Intelligent …, 2014 - ieeexplore.ieee.org
… the attack surfaces. Before splitting the discussion between autonomous automated vehicles
… cantly higher level of sophistication on the part of the attacker). For cooperative automated …

Cybersecurity of autonomous vehicles: A systematic literature review of adversarial attacks and defense models

M Girdhar, J Hong, J Moore - IEEE Open Journal of Vehicular …, 2023 - ieeexplore.ieee.org
… of vehicles and the integration of AI features. The performance of the autonomous vehicle
(AV)-based applications is constrained by the DL models’ susceptibility to adversarial attacks

A survey on adversarial attacks and defenses for object detection and their applications in autonomous vehicles

A Amirkhani, MP Karimi, A Banitalebi-Dehkordi - The Visual Computer, 2023 - Springer
… victim to adversarial attacks. This … autonomous vehicles. While the field of adversarial
robustness has witnessed a great deal of achievement in building sophisticated methods of attack

Who is in control? practical physical layer attack and defense for mmwave-based sensing in autonomous vehicles

Z Sun, S Balakrishnan, L Su, A Bhuyan… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… We develop a software defined radio based mmWave testbed to perform sophisticated
single node and multi-node spoofing attacks on the mmWave sensor module in a Lincoln MKZ-…

Security and privacy in intelligent autonomous vehicles

S Kim, R Shrestha, S Kim, R Shrestha - Automotive Cyber Security …, 2020 - Springer
… that an IAV faces is extensive and diverse: it varies from relatively simple attacks, in which,
for example, malicious messages are sent to a vehicle, to more sophisticated attacks in which …

Adversarial attack against urban scene segmentation for autonomous vehicles

X Xu, J Zhang, Y Li, Y Wang, Y Yang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… scene images for autonomous vehicles demonstrate the effectiveness of our proposed attack
method, as well … Thus the sophisticated computer vision techniques can be adopted to help …