Drone detection and defense systems: Survey and a software-defined radio-based solution

FL Chiper, A Martian, C Vladeanu, I Marghescu… - Sensors, 2022 - mdpi.com
With the decrease in the cost and size of drones in recent years, their number has also
increased exponentially. As such, the concerns regarding security aspects that are raised by …

Internet of drones security: Taxonomies, open issues, and future directions

A Derhab, O Cheikhrouhou, A Allouch, A Koubaa… - Vehicular …, 2023 - Elsevier
Drones have recently become one of the most important technological breakthroughs. They
have opened the horizon for a vast array of applications and paved the way for a diversity of …

SoK: Security and privacy in the age of commercial drones

B Nassi, R Bitton, R Masuoka… - … IEEE symposium on …, 2021 - ieeexplore.ieee.org
As the number of drones increases and the era in which they begin to fill the skies
approaches, an important question needs to be answered: From a security and privacy …

An acoustic-based surveillance system for amateur drones detection and localization

Z Shi, X Chang, C Yang, Z Wu… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Due to cost reduction and device miniaturization, amateur drones are now widely used in
numerous civilian and commercial applications. However, the abuse of amateur drones has …

An experimental study of {GPS} spoofing and takeover attacks on {UAVs}

H Sathaye, M Strohmeier, V Lenders… - 31st USENIX security …, 2022 - usenix.org
Today, there is limited knowledge about the behavior of UAVs under GPS spoofing attacks
in a real-world environment, in particular considering the interplay between the UAV's …

Drone transportation system: Systematic review of security dynamics for smart mobility

SO Ajakwe, DS Kim, JM Lee - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
The intelligence and integrity of a real-time cyber–physical system depend on how
trustworthy the data's legitimacy, appropriation, and authorization are during end-to-end …

SoK-security and privacy in the age of drones: threats, challenges, solution mechanisms, and scientific gaps

B Nassi, A Shabtai, R Masuoka, Y Elovici - arXiv preprint arXiv …, 2019 - arxiv.org
The evolution of drone technology in the past nine years since the first commercial drone
was introduced at CES 2010 has caused many individuals and businesses to adopt drones …

[PDF][PDF] Semperfi: Anti-spoofing gps receiver for uavs

H Sathaye, G LaMountain, P Closas… - Network and Distributed …, 2022 - par.nsf.gov
It is well-known that GPS is vulnerable to signal spoofing attacks. Although several spoofing
detection techniques exist, they are incapable of mitigation and recovery from stealthy …

Real-time drone detection using deep learning approach

M Wu, W Xie, X Shi, P Shao, Z Shi - … 2018, Hangzhou, China, July 6-8 …, 2018 - Springer
The arbitrary use of drones poses great threat to public safety and personal privacy. It is
necessary to detect the intruding drones in sensitive areas in real time. In this paper, we …

ALIEN: Assisted learning invasive encroachment neutralization for secured drone transportation system

SO Ajakwe, VU Ihekoronye, DS Kim, JM Lee - Sensors, 2023 - mdpi.com
Priority-based logistics and the polarization of drones in civil aviation will cause an
extraordinary disturbance in the ecosystem of future airborne intelligent transportation …