Data fusion and transfer learning empowered granular trust evaluation for Internet of Things

H Lin, S Garg, J Hu, X Wang, MJ Piran, MS Hossain - Information Fusion, 2022 - Elsevier
Abstract In the Internet of Things (IoT), a huge amount of valuable data is generated by
various IoT applications. As the IoT technologies become more complex, the attack methods …

BLAST-IoT: Blockchain assisted scalable trust in internet of things

A Sharma, ES Pilli, AP Mazumdar, A Jain - Computers and Electrical …, 2023 - Elsevier
Abstract Internet of Things (IoT) paved the way to realize ubiquitous access towards
manifold services and applications by enabling connectivity between different physical …

Trusted resource allocation based on smart contracts for blockchain-enabled internet of things

H Cheng, Q Hu, X Zhang, Z Yu… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
By sharing resources between edge servers and end users, edge-end cooperation is one
important way to support various applications in Internet of Things, which have critical …

Trustworthy blockchain-empowered collaborative edge computing-as-a-service scheduling and data sharing in the IIoE

F Bai, T Shen, Z Yu, K Zeng… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Owing to the technology of 5G and beyond, collaborative edge computing-as-a-service has
enabled trillions of interconnected edge applications. It has also become a prospective …

A DLT-based trust framework for IoT ecosystems

T Ranathunga, R Marfievici… - … Conference on Cyber …, 2020 - ieeexplore.ieee.org
An IoT eco-system includes IoT network components, network services and network
participants such as organizations, consumers, governments, and businesses. Due to its …

Machine learning empowered trust evaluation method for IoT devices

W Ma, X Wang, M Hu, Q Zhou - IEEE access, 2021 - ieeexplore.ieee.org
With the rapid development of the Internet of Things (IoT), malicious or affected IoT devices
have imposed enormous threats on the IoT environment. To address this issue, trust has …

[HTML][HTML] A bidirectional trust model for service delegation in social Internet of Things

L Wei, Y Yang, J Wu, C Long, YB Lin - Future Internet, 2022 - mdpi.com
As an emerging paradigm of service infrastructure, social internet of things (SIoT) applies the
social networking aspects to the internet of things (IoT). Each object in SIoT can establish the …

ComplexIoT: Behavior-based trust for IoT networks

K Haefner, I Ray - 2019 First IEEE International Conference on …, 2019 - ieeexplore.ieee.org
This work takes a novel approach to classifying the behavior of devices by exploiting the
single-purpose nature of IoT devices and analyzing the complexity and variance of their …

[HTML][HTML] Federated learning-based resource management with blockchain trust assurance in smart IoT

X Fu, R Peng, W Yuan, T Ding, Z Zhang, P Yu… - Electronics, 2023 - mdpi.com
Resource management is a key issue that needs to be addressed in the future smart Internet
of Things (IoT). This paper focuses on a Federated Learning (FL)-based resource …

Decentralized AI-Enabled Trusted Wireless Network: A New Collaborative Computing Paradigm for Internet of Things

S Shao, J Zheng, S Guo, F Qi, IX Qiu - IEEE Network, 2023 - ieeexplore.ieee.org
With the innovative technology development and wide application in industrial Internet,
internet of things (IoT) is increasingly showing the characteristics of regional autonomy and …