A comprehensive review of unmanned aerial vehicle attacks and neutralization techniques

V Chamola, P Kotesh, A Agarwal, N Gupta, M Guizani - Ad hoc networks, 2021 - Elsevier
Abstract Unmanned Aerial Vehicles (UAV) have revolutionized the aircraft industry in this
decade. UAVs are now capable of carrying out remote sensing, remote monitoring, courier …

Defending airports from UAS: A survey on cyber-attacks and counter-drone sensing technologies

G Lykou, D Moustakas, D Gritzalis - Sensors, 2020 - mdpi.com
As the fastest growing segment of aviation, unmanned aerial systems (UAS) continue to
increase in number, technical complexity and capabilities. Numerous civilian and …

Unmanned aerial vehicles (UAVs): A survey on civil applications and key research challenges

H Shakhatreh, AH Sawalmeh, A Al-Fuqaha, Z Dou… - Ieee …, 2019 - ieeexplore.ieee.org
The use of unmanned aerial vehicles (UAVs) is growing rapidly across many civil
application domains, including real-time monitoring, providing wireless coverage, remote …

A survey on security and privacy issues of UAVs

Y Mekdad, A Aris, L Babun, A El Fergougui, M Conti… - Computer Networks, 2023 - Elsevier
In the 21st century, the industry of drones, also known as Unmanned Aerial Vehicles (UAVs),
has witnessed a rapid increase with its large number of airspace users. The tremendous …

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

M Pham, K Xiong - Computers & Security, 2021 - Elsevier
Autonomous Vehicle has been transforming intelligent transportation systems. As
telecommunication technology improves, autonomous vehicles are getting connected to …

Light commands:{Laser-Based} audio injection attacks on {Voice-Controllable} systems

T Sugawara, B Cyr, S Rampazzi, D Genkin… - 29th USENIX Security …, 2020 - usenix.org
We propose a new class of signal injection attacks on microphones by physically converting
light to sound. We show how an attacker can inject arbitrary audio signals to a target …

A review of counter-UAS technologies for cooperative defensive teams of drones

VU Castrillo, A Manco, D Pascarella, G Gigante - Drones, 2022 - mdpi.com
In recent years, the drone market has had a significant expansion, with applications in
various fields (surveillance, rescue operations, intelligent logistics, environmental …

Deep learning-based autonomous driving systems: A survey of attacks and defenses

Y Deng, T Zhang, G Lou, X Zheng… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The rapid development of artificial intelligence, especially deep learning technology, has
advanced autonomous driving systems (ADSs) by providing precise control decisions to …

WALNUT: Waging doubt on the integrity of MEMS accelerometers with acoustic injection attacks

T Trippel, O Weisse, W Xu… - 2017 IEEE European …, 2017 - ieeexplore.ieee.org
Cyber-physical systems depend on sensors to make automated decisions. Resonant
acoustic injection attacks are already known to cause malfunctions by disabling MEMS …

Drift with devil: Security of {Multi-Sensor} fusion based localization in {High-Level} autonomous driving under {GPS} spoofing

J Shen, JY Won, Z Chen, QA Chen - 29th USENIX security symposium …, 2020 - usenix.org
For high-level Autonomous Vehicles (AV), localization is highly security and safety critical.
One direct threat to it is GPS spoofing, but fortunately, AV systems today predominantly use …