GPS location spoofing attack detection for enhancing the security of autonomous vehicles

M Kamal, A Barua, C Vitale… - 2021 IEEE 94th …, 2021 - ieeexplore.ieee.org
… the GPS location spoofing attack problem and present a multi-source sensor fusion solution
for invehicle attack … -time CARLA simulator [18] for autonomous driving systems. • We test our …

Anomaly detection against GPS spoofing attacks on connected and autonomous vehicles using learning from demonstration

Z Yang, J Ying, J Shen, Y Feng… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
… localization of autonomous vehicles (AVs). In this paper, we propose to utilize transportation
and vehicle engineering domain knowledge to detect GPS spoofing attacks towards CVs …

Prediction-based GNSS spoofing attack detection for autonomous vehicles

S Dasgupta, M Rahman, M Islam… - arXiv preprint arXiv …, 2020 - arxiv.org
location coordinates to an AV. In this study, we have developed a prediction-based spoofing
attacklocation of an AV to detect a GNSS spoofing attack using current AV sensor data. …

CARAMEL: results on a secure architecture for connected and autonomous vehicles detecting GPS spoofing attacks

C Vitale, N Piperigkos, C Laoudias, G Ellinas… - EURASIP Journal on …, 2021 - Springer
… of a GPS spoofing attack scenario. Adopted attack detection techniques exploit robust in-vehicle
and cooperative approaches that do not rely on encrypted GPS signals, but only on …

A sensor fusion-based GNSS spoofing attack detection framework for autonomous vehicles

S Dasgupta, M Rahman, M Islam… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… uses predicted location shift and turn detection techniques for developing sophisticated … as
low-cost in-vehicle sensors are used for GNSS spoofing attack detection. In addition, detailed …

A reinforcement learning approach for global navigation satellite system spoofing attack detection in autonomous vehicles

S Dasgupta, T Ghosh… - Transportation research …, 2022 - journals.sagepub.com
spoofing attack detection strategy using data from multiple low-cost in-vehicle sensors in an
autonomous ground vehicle is … is effective in detecting GPS turn-by-turn spoofing attacks. …

Securing Autonomous Vehicles Against GPS Spoofing Attacks: A Deep Learning Approach

M Shabbir, M Kamal, Z Ullah, MM Khan - IEEE Access, 2023 - ieeexplore.ieee.org
… of GPS spoofing detection by incorporating multiple sensor modalities thus leading to improved
detection performance. • GPS location spoofing attack … on GPS location spoofing attacks

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

M Pham, K Xiong - Computers & Security, 2021 - Elsevier
… models and defense strategies, such as ones that we will cover in the GPS spoofing
attacks (O’Hanlon, Psiaki, Bhatti, Shepard, Humphreys, 2013, Yang, Xu, 2016) (Section 3.6), …

GPS-IDS: An Anomaly-based GPS Spoofing Attack Detection Framework for Autonomous Vehicles

MM Abrar, R Islam, S Satam, S Shao, S Hariri… - arXiv preprint arXiv …, 2024 - arxiv.org
… The Anomaly-based IDS approach presented in this work detects GPS spoofing attacks on
AVs by utilizing an extensive physics-based AV behavior model and real-life vehicular data, …

Securing the positioning signals of autonomous vehicles

S Tayeb, M Pirouz, G Esguerra… - … Conference on Big …, 2017 - ieeexplore.ieee.org
GPS spoofing attacks that are using modified or corrupted messages, an impersonation
attack, or a roadside unit replication attack… to GPS spoofing in autonomous vehicles which …