… Therefore, this article intends to cover physical black-box evasionattacks experimented in both … The limitations of current defenses against adversarial evasion and poisoningattacks are …
… In this paper, we propose a novel backdoor attack for poisoning trajectory data. To the best … Poisoning and evasionattacks against deep learning algorithms in autonomousvehicles. …
M Girdhar, J Hong, J Moore - IEEE Open Journal of Vehicular …, 2023 - ieeexplore.ieee.org
… On the other hand, evasionattacks try to trick an already trained model into making … poisoning attacks. There are multiple ways to manipulate the target model using a poisoningattack, …
Y Chen, X Zhu, X Gong, X Yi, S Li - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… typical attacks and defense methods in autonomousvehicles. … poisoningattacks and defenses in autonomousvehicles to … with evasionattacks [31], [32], data poisoningattacks happen …
… autonomouscars and the countermeasures that are related to them; We analyze all potential attack vectors on autonomousvehicles, … , such as evasion or poisoningattacks, hackers can …
… affecting the training phase of the learning process is termed as poisoningattack where an … to perform an evasionattack on ML-based sign recognition system of autonomousvehicles. …
W Wang, H Xu, Y Wan, J Ren, J Tang - Proceedings of the 28th ACM …, 2022 - dl.acm.org
… These scenarios include autonomousvehicles, fraudster detection, dialog systems and copyright detection. These illustrations can stress the importance of adversarial …
C Cui, H Du, Z Jia, X Zhang, Y He, Y Yang - IEEE Access, 2023 - ieeexplore.ieee.org
… attacks, which include evasionattacks and poisoningattack [6]… Evasionattacks happen in the prediction phase by adding … , while poisoningattacks aim to sabotage the model by …
A Kloukiniotis, A Papandreou, A Lalos… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
… types of adversarial attacks: evasion and poisoningattacks. In evasionattacks, the attacker tampers test data to have them misclassified. As a result, the evasionattack on the machine …