Drone cybersecurity issues, solutions, trend insights and future perspectives: a survey

AE Omolara, M Alawida, OI Abiodun - Neural computing and applications, 2023 - Springer
This paper presented an exhaustive survey on the security and privacy issues of drones.
These security concerns were thoroughly dissected, particularly the aspect of cybersecurity …

Cyber4drone: A systematic review of cyber security and forensics in next-generation drones

V Sihag, G Choudhary, P Choudhary, N Dragoni - Drones, 2023 - mdpi.com
Cyber Security and forensics for Unmanned Aerial Vehicles (UAVs) pose unique
requirements, solutions, and challenges. As UAVs become increasingly prevalent for …

Micro air vehicle link (mavlink) in a nutshell: A survey

A Koubâa, A Allouch, M Alajlan, Y Javed… - IEEE …, 2019 - ieeexplore.ieee.org
The micro air vehicle link (MAVLink in short) is a communication protocol for unmanned
systems (eg, drones and robots). It specifies a comprehensive set of messages exchanged …

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 …

Smart traffic monitoring system using unmanned aerial vehicles (UAVs)

NA Khan, NZ Jhanjhi, SN Brohi, RSA Usmani… - Computer …, 2020 - Elsevier
Road traffic accidents are one of the leading causes of deaths and injuries in the word
resulting in the not only loss of precious human lives but also affect the economic resources …

UAV's applications, architecture, security issues and attack scenarios: A survey

NA Khan, SN Brohi, NZ Jhanjhi - … on Data Science: Proceedings of ICTIDS …, 2020 - Springer
Unmanned aerial vehicles (UAVs)/drones have become very popular in recent years as they
are widely used in several domains. They are widely used in both military and civilian …

MAVSec: Securing the MAVLink protocol for ardupilot/PX4 unmanned aerial systems

A Allouch, O Cheikhrouhou, A Koubâa… - … & Mobile Computing …, 2019 - ieeexplore.ieee.org
The MAVLink is a lightweight communication protocol between Unmanned Aerial Vehicles
(UAVs) and ground control stations (GCSs). It defines a set of bi-directional messages …

[PDF][PDF] A secure communication protocol for unmanned aerial vehicles

NA Khan, NZ Jhanjhi, SN Brohi… - … -computers Materials & …, 2022 - academia.edu
Mavlink is a lightweight and most widely used open-source communication protocol used for
Unmanned Aerial Vehicles. Multiple UAVs and autopilot systems support it, and it provides …

Drone pilot identification by classifying radio-control signals

A Shoufan, HM Al-Angari, MFA Sheikh… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Analysis of interactions with remotely controlled devices has been used to detect the onset
of hijacking attacks, as well as for forensics analysis, eg, to identify the human controller. Its …

A survey on cybersecurity attacks and defenses for unmanned aerial systems

Z Wang, Y Li, S Wu, Y Zhou, L Yang, Y Xu… - Journal of Systems …, 2023 - Elsevier
In recent years, unmanned aerial systems (UAS) have been widely used in both military and
civilian fields. However, their open-source software and protocols have made their security …