A review of machine learning and deep learning techniques for anomaly detection in IoT data

R Al-amri, RK Murugesan, M Man, AF Abdulateef… - Applied Sciences, 2021 - mdpi.com
Anomaly detection has gained considerable attention in the past couple of years. Emerging
technologies, such as the Internet of Things (IoT), are known to be among the most critical …

Artificial intelligence-based sensors for next generation IoT applications: A review

SC Mukhopadhyay, SKS Tyagi… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Sensors play a vital role in our daily lives and are an essential component for Internet of
Things (IoT) based systems as they enable the IoT to collect data to take smart and …

Wireless networked multirobot systems in smart factories

KC Chen, SC Lin, JH Hsiao, CH Liu… - Proceedings of the …, 2020 - ieeexplore.ieee.org
Smart manufacturing based on artificial intelligence and information communication
technology will become the main contributor to the digital economy of the upcoming …

A survey on resilience in the iot: Taxonomy, classification, and discussion of resilience mechanisms

C Berger, P Eichhammer, HP Reiser… - ACM Computing …, 2021 - dl.acm.org
Internet-of-Things (IoT) ecosystems tend to grow both in scale and complexity, as they
consist of a variety of heterogeneous devices that span over multiple architectural IoT layers …

Blockchain-enabled cyber–physical systems: A review

W Zhao, C Jiang, H Gao, S Yang… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
In this article, we provide a concise but systematic review on blockchain-enabled cyber-
physical systems (CPS). We dissect various blockchain-enabled CPS as reported in the …

Blockchain-based authentication and trust management mechanism for smart cities

M Asif, Z Aziz, M Bin Ahmad, A Khalid, HA Waris… - Sensors, 2022 - mdpi.com
Security has always been the main concern for the internet of things (IoT)-based systems.
Blockchain, with its decentralized and distributed design, prevents the risks of the existing …

Discussing resilience in the context of cyber physical systems

S Colabianchi, F Costantino, G Di Gravio… - Computers & Industrial …, 2021 - Elsevier
Abstract Cyber-Physical Systems (CPSs) are increasingly more complex and integrated into
our everyday lives forming the basis of smart infrastructures, products, and services …

A systematic review of cyber-resilience assessment frameworks

DAS Estay, R Sahay, MB Barfod, CD Jensen - Computers & security, 2020 - Elsevier
Cyber-attacks are regarded as one of the most serious threats to businesses worldwide.
Organizations dependent on Information Technology (IT) derive value not only from …

Digital twins as run-time predictive models for the resilience of cyber-physical systems: a conceptual framework

F Flammini - … Transactions of the Royal Society A, 2021 - royalsocietypublishing.org
Digital twins (DT) are emerging as an extremely promising paradigm for run-time modelling
and performability prediction of cyber-physical systems (CPS) in various domains. Although …

A Survey on Trustworthiness for the Internet of Things

FMR Junior, CA Kamienski - IEEE Access, 2021 - ieeexplore.ieee.org
IoT systems use sensors to collect data from smart environments and manage resources
through data analysis. An IoT system deals with many connected devices with different …