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 …

A taxonomy and survey of cyber-physical intrusion detection approaches for vehicles

G Loukas, E Karapistoli, E Panaousis, P Sarigiannidis… - Ad Hoc Networks, 2019 - Elsevier
With the growing threat of cyber and cyber-physical attacks against automobiles, drones,
ships, driverless pods and other vehicles, there is also a growing need for intrusion …

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 …

Cloud-based cyber-physical intrusion detection for vehicles using deep learning

G Loukas, T Vuong, R Heartfield, G Sakellari… - Ieee …, 2017 - ieeexplore.ieee.org
Detection of cyber attacks against vehicles is of growing interest. As vehicles typically afford
limited processing resources, proposed solutions are rule-based or lightweight machine …

Drone services: issues in drones for location-based services from human-drone interaction to information processing

M Alwateer, SW Loke, AM Zuchowicz - Journal of Location Based …, 2019 - Taylor & Francis
Recently, drones (or unmanned aerial vehicles (UAVs)) are getting increasing attention and
taking mobile computing to a new era. Due to the support of highly advanced technologies …

Unsupervised anomaly detection in unmanned aerial vehicles

S Khan, CF Liew, T Yairi, R McWilliam - Applied Soft Computing, 2019 - Elsevier
A real-time anomaly detection solution indicates a continuous stream of operational and
labelled data that must satisfy several resources and latency requirements. Traditional …

R2U2: monitoring and diagnosis of security threats for unmanned aerial systems

P Moosbrugger, KY Rozier, J Schumann - Formal Methods in System …, 2017 - Springer
We present R2U2, a novel framework for runtime monitoring of security properties and
diagnosing of security threats on-board Unmanned Aerial Systems (UAS). R2U2 …

A Survey on Security of Unmanned Aerial Vehicle Systems: Attacks and Countermeasures

X Wei, J Ma, C Sun - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
With the wide application of unmanned aerial vehicles (UAVs), security problems of UAV
systems are gradually exposed, which bring great risks to UAV application. This article …

Specification: The biggest bottleneck in formal methods and autonomy

KY Rozier - Verified Software. Theories, Tools, and Experiments …, 2016 - Springer
Advancement of AI-enhanced control in autonomous systems stands on the shoulders of
formal methods, which make possible the rigorous safety analysis autonomous systems …