Digital twin—Cyber replica of physical things: Architecture, applications and future research directions

C Qian, X Liu, C Ripley, M Qian, F Liang, W Yu - Future Internet, 2022 - mdpi.com
The Internet of Things (IoT) connects massive smart devices to collect big data and carry out
the monitoring and control of numerous things in cyber-physical systems (CPS). By …

Impact of IOT on Manufacturing Industry 4.0: A new triangular systematic review

T Kalsoom, S Ahmed, PM Rafi-ul-Shan, M Azmat… - Sustainability, 2021 - mdpi.com
The Internet of Things (IoT) has realised the fourth industrial revolution concept; however, its
applications in the manufacturing industry are relatively sparse and primarily investigated …

A survey on cyber-security of connected and autonomous vehicles (CAVs)

X Sun, FR Yu, P Zhang - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
As the general development trend of the automotive industry, connected and autonomous
vehicles (CAVs) can be used to increase transportation safety, promote mobility choices …

The evolution of the Internet of Things (IoT) over the past 20 years

J Wang, MK Lim, C Wang, ML Tseng - Computers & Industrial Engineering, 2021 - Elsevier
To reveal the origin of the IoT, evaluate its mainstream research topics, and discuss the
challenges facing the IoT in the future, this paper conducts a bibliometric study of the IoT …

Cyber threats to industrial IoT: a survey on attacks and countermeasures

K Tsiknas, D Taketzis, K Demertzis, C Skianis - IoT, 2021 - mdpi.com
In today's Industrial Internet of Things (IIoT) environment, where different systems interact
with the physical world, the state proposed by the Industry 4.0 standards can lead to …

Toward edge-based deep learning in industrial Internet of Things

F Liang, W Yu, X Liu, D Griffith… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
As a typical application of the Internet of Things (IoT), the Industrial IoT (IIoT) connects all the
related IoT sensing and actuating devices ubiquitously so that the monitoring and control of …

Machine learning for security and the internet of things: the good, the bad, and the ugly

F Liang, WG Hatcher, W Liao, W Gao, W Yu - IEEE Access, 2019 - ieeexplore.ieee.org
The advancement of the Internet of Things (IoT) has allowed for unprecedented data
collection, automation, and remote sensing and actuation, transforming autonomous …

A comprehensive study of the IoT cybersecurity in smart cities

RO Andrade, SG Yoo, L Tello-Oquendo… - IEEE …, 2020 - ieeexplore.ieee.org
Smart cities exploit emerging technologies such as Big Data, the Internet of Things (IoT),
Cloud Computing, and Artificial Intelligence (AI) to enhance public services management …

Impact, vulnerabilities, and mitigation strategies for cyber-secure critical infrastructure

H Riggs, S Tufail, I Parvez, M Tariq, MA Khan, A Amir… - Sensors, 2023 - mdpi.com
Several critical infrastructures are integrating information technology into their operations,
and as a result, the cyber attack surface extends over a broad range of these infrastructures …

WSCC: A weight-similarity-based client clustering approach for non-IID federated learning

P Tian, W Liao, W Yu, E Blasch - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The fast development of the Internet of Things (IoT) and deep learning enables learning
useful patterns from the massive amount of collected data with sporadic nodes in IoT …