… research on attacks and defenses for autonomous vehicles. In this … review is aimed at
readers who are researching in the areas of attack and defense against autonomous vehicles…

… 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. …

… 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 …

… total annual revenue) was explicitly generated from autonomous vehicles [11]. While looking
at … Moreover, autonomous vehicles provide functionality and services that are beneficial to …

… By categorizing attacks according to varying levels of fact, we … attacks, while another version
has 413 multi-stage attacks on … When an autonomous vehicle is under attack, all the vehicle …

… possible entry points of the attacks on the system of the autonomous vehicle. One of them …
) of an autonomous vehicle. This could be achieved by adding a sticker to a vehicle, traffic sign…

… of TDS attacks within the context of autonomous vehicles and autonomous driving remains
… 3) Denial of Service (DoS) Attack: DoS is one of the most frequent attacks that can affect any …

… , in Table 1, we review and present the state-of-the-… autonomous cars and the countermeasures
that are related to them; We analyze all potential attack vectors on autonomous vehicles, …

… In this paper, we propose a novel taxonomy of attack surfaces in autonomous vehicles.
Based on our taxonomy, we review a selection of relevant and recent research on real attack …

… Vehicles automation is one of the applications of smart … ), timing, and wormhole attacks, which
raises many questions and … threat classification pertaining to autonomous vehicles (AV) by …