Machine learning in IoT security: Current solutions and future challenges

F Hussain, R Hussain, SA Hassan… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
The future Internet of Things (IoT) will have a deep economical, commercial and social
impact on our lives. The participating nodes in IoT networks are usually resource …

A survey of physical-layer authentication in wireless communications

N **e, Z Li, H Tan - IEEE Communications Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Authentication is an important issue in wireless communications because the open nature of
the wireless medium provides more security vulnerabilities. Recently, Physical-Layer …

A survey on IoT security: application areas, security threats, and solution architectures

V Hassija, V Chamola, V Saxena, D Jain, P Goyal… - IEEe …, 2019 - ieeexplore.ieee.org
The Internet of Things (IoT) is the next era of communication. Using the IoT, physical objects
can be empowered to create, receive, and exchange data in a seamless manner. Various …

SecAuthUAV: A novel authentication scheme for UAV-ground station and UAV-UAV communication

T Alladi, G Bansal, V Chamola… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAVs) are becoming very popular nowadays due to the
emergence of application areas such as the Internet of Drones (IoD). They are finding wide …

The role of artificial intelligence and machine learning in wireless networks security: Principle, practice and challenges

M Waqas, S Tu, Z Halim, SU Rehman, G Abbas… - Artificial Intelligence …, 2022 - Springer
Security is one of the biggest challenges concerning networks and communications. The
problem becomes aggravated with the proliferation of wireless devices. Artificial Intelligence …

Machine learning for the detection and identification of Internet of Things devices: A survey

Y Liu, J Wang, J Li, S Niu… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is becoming an indispensable part of everyday life, enabling a
variety of emerging services and applications. However, the presence of rogue IoT devices …

White paper on critical and massive machine type communication towards 6G

NH Mahmood, S Böcker, A Munari, F Clazzer… - arxiv preprint arxiv …, 2020 - arxiv.org
The society as a whole, and many vertical sectors in particular, is becoming increasingly
digitalized. Machine Type Communication (MTC), encompassing its massive and critical …

Advances in machine learning modeling reviewing hybrid and ensemble methods

S Ardabili, A Mosavi, AR Várkonyi-Kóczy - International conference on …, 2019 - Springer
The conventional machine learning (ML) algorithms are continuously advancing and
evolving at a fast-paced by introducing the novel learning algorithms. ML models are …

[HTML][HTML] Intelligent authentication of 5G healthcare devices: A survey

AH Sodhro, AI Awad, J van de Beek, G Nikolakopoulos - Internet of Things, 2022 - Elsevier
The dynamic nature of wireless links and the mobility of devices connected to the Internet of
Things (IoT) over fifth-generation (5G) networks (IoT-5G), on the one hand, empowers …

A systematic review on Deep Learning approaches for IoT security

L Aversano, ML Bernardi, M Cimitile, R Pecori - Computer Science Review, 2021 - Elsevier
The constant spread of smart devices in many aspects of our daily life goes hand in hand
with the ever-increasing demand for appropriate mechanisms to ensure they are resistant …