A secure intrusion detection platform using blockchain and radial basis function neural networks for internet of drones

A Heidari, NJ Navimipour… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The Internet of Drones (IoD) is built on the Internet of Things (IoT) by replacing “Things” with
“Drones” while retaining incomparable features. Because of its vital applications, IoD …

Deep learning and blockchain with edge computing for 5G-enabled drone identification and flight mode detection

A Gumaei, M Al-Rakhami, MM Hassan, P Pace… - Ieee …, 2021 - ieeexplore.ieee.org
Nowadays, drones are not just deployed for defense and military establishments, but they
are widely used in many applications such as natural disaster monitoring, soil and crop …

Enabling drones in the internet of things with decentralized blockchain-based security

A Yazdinejad, RM Parizi… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
There is currently widespread use of drones and drone technology due to their rising
applications that have come into fruition in the military, safety surveillance, agriculture, smart …

Internet of drones intrusion detection using deep learning

RA Ramadan, AH Emara, M Al-Sarem, M Elhamahmy - Electronics, 2021 - mdpi.com
Flying Ad Hoc Network (FANET) or drones' technologies have gained much attraction in the
last few years due to their critical applications. Therefore, various studies have been …

A deep learning-based blockchain mechanism for secure internet of drones environment

M Singh, GS Aujla, RS Bali - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
Drones are equipped with high-vision cameras, advanced sensors, and GPS receivers to
deliver diverse services from high altitude thereby creating an airborne network. In this …

A blockchain-based deep learning approach for cyber security in next generation industrial cyber-physical systems

S Rathore, JH Park - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
With the recent development of Internet of Things (IoT) in the next generation cyber-physical
system (CPS) such as autonomous driving, there is a significant requirement of big data …

Blockchain-enabled federated learning for UAV edge computing network: Issues and solutions

C Zhu, X Zhu, J Ren, T Qin - Ieee Access, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) extend the traditional ground-based Internet of Things
(IoT) into the air. UAV mobile edge computing (MEC) architectures have been proposed by …

Iomt-net: Blockchain-integrated unauthorized uav localization using lightweight convolution neural network for internet of military things

R Akter, M Golam, VS Doan, JM Lee… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) contributes substantial strategic benefits on the Internet of
Military Things (IoMT). However, the untrusted party's misuse of the UAV may violate the …

A blockchain-based decentralized machine learning framework for collaborative intrusion detection within UAVs

AA Khan, MM Khan, KM Khan, J Arshad, F Ahmad - Computer Networks, 2021 - Elsevier
UAVs have numerous emerging applications in various domains of life. However, it is
extremely challenging to gain the required level of public acceptance of UAVs without …

Smart cybersecurity framework for IoT-empowered drones: Machine learning perspective

A Aldaej, TA Ahanger, M Atiquzzaman, I Ullah… - Sensors, 2022 - mdpi.com
Drone advancements have ushered in new trends and possibilities in a variety of sectors,
particularly for small-sized drones. Drones provide navigational interlocation services, which …