Modified Marine Predators Algorithm With Deep Learning-Driven Security Solution for IoT-Assisted UAV Networks

SA Babu, A Ranganath, MM Goswami… - IEEE …, 2024 - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAVs) are advanced technologies that are initially utilized for
military apps like border monitoring and reconnaissance in opposed territories. Internet of …

Enhancing Security in IoT-Assisted UAV Networks Using Adaptive Mongoose Optimization Algorithm with Deep Learning

SS Alotaibi, A Sayed, ES Abd Elhameed… - IEEE …, 2024 - ieeexplore.ieee.org
Due to the sensitive and mission-critical nature of the data collected and transferred, security
in IoT-assisted UAV networks is of great significance. Intrusion detection in IoT-assisted UAV …

Investigation on Datasets Toward Intelligent Intrusion Detection Systems for Intra and Inter-Uavs Communication Systems

AB Mohammed, LC Fourati - Available at SSRN 4819130 - papers.ssrn.com
Abstract Unmanned Aerial Vehicle (UAV)-based systems should be designed to be secure
and trustworthy. Accordingly, several recent studies have proposed advanced approaches …

[PDF][PDF] Optimal deep reinforcement learning for intrusion detection in UAVs

V Praveena, A Vijayaraj, P Chinnasamy… - … , Materials & Continua, 2022 - researchgate.net
In recent years, progressive developments have been observed in recent technologies and
the production cost has been continuously decreasing. In such scenario, Internet of Things …

High-performance intrusion detection system for networked UAVs via deep learning

Q Abu Al-Haija, A Al Badawi - Neural Computing and Applications, 2022 - Springer
Abstract Recently, Unmanned Aerial Vehicles (UAVs) have become a widely popular
technology with remarkable growth and unprecedented attention. However, UAV …

Intrusion detection systems for networked unmanned aerial vehicles: A survey

G Choudhary, V Sharma, I You, K Yim… - … & Mobile Computing …, 2018 - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAV)-based civilian or military applications become more
critical to serving civilian and/or military missions. The significantly increased attention on …

Secure communication in IOT-based UAV networks: A systematic survey

J Sharma, PS Mehra - Internet of Things, 2023 - Elsevier
Abstract IoT (Internet of Things) has revolutionized the world with its applications like home
automation, transportation, agriculture, etc. IoT-based Unmanned Aerial Vehicle (UAV) …

Cyber edge intelligent intrusion detection framework for uav network based on random forest algorithm

VU Ihekoronye, SO Ajakwe, DS Kim… - 2022 13th International …, 2022 - ieeexplore.ieee.org
The synchronization of swarms of drones (also known as unmanned aerial vehicles (UAV))
in a network can be attributed to their high mobility and maneuverability capabilities, making …

Deep Learning Based Network intrusion detection for unmanned aerial vehicle (UAV)

W Ahmad, MA Almaiah, A Ali… - 2024 7th World …, 2024 - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAVs) have witnessed significant growth in various
applications, including surveillance, reconnaissance, and data collection. However, the …

[PDF][PDF] Archimedes Optimization with Deep Learning Based Aerial Image Classification for Cybersecurity Enabled UAV Networks.

F Kateb, M Ragab - Computer Systems Science & Engineering, 2023 - cdn.techscience.cn
The recent adoption of satellite technologies, unmanned aerial vehicles (UAVs) and 5G has
encouraged telecom networking to evolve into more stable service to remote areas and …