Fusion of federated learning and industrial Internet of Things: A survey
Abstract Industrial Internet of Things (IIoT) lays a new paradigm for the concept of Industry
4.0 and paves an insight for new industrial era. Nowadays smart machines and smart …
4.0 and paves an insight for new industrial era. Nowadays smart machines and smart …
Fusion of federated learning and industrial internet of things: a survey
Industrial Internet of Things (IIoT) lays a new paradigm for the concept of Industry 4.0 and
paves an insight for new industrial era. Nowadays smart machines and smart factories use …
paves an insight for new industrial era. Nowadays smart machines and smart factories use …
A survey on federated learning and its applications for accelerating industrial internet of things
Federated learning (FL) brings collaborative intelligence into industries without centralized
training data to accelerate the process of Industry 4.0 on the edge computing level. FL …
training data to accelerate the process of Industry 4.0 on the edge computing level. FL …
Integration of blockchain and federated learning for Internet of Things: Recent advances and future challenges
The role of the Internet of Things (IoT) in the revolutionized society cannot be overlooked.
The IoT can leverage advanced machine learning (ML) algorithms for its applications …
The IoT can leverage advanced machine learning (ML) algorithms for its applications …
Blockchain-based federated learning for securing internet of things: A comprehensive survey
The Internet of Things (IoT) ecosystem connects physical devices to the internet, offering
significant advantages in agility, responsiveness, and potential environmental benefits. The …
significant advantages in agility, responsiveness, and potential environmental benefits. The …
Federated learning for industrial internet of things in future industries
The Industrial Internet of Things (IIoT) offers promising opportunities to revolutionize the
operation of industrial systems and become a key enabler of future industries. Recently …
operation of industrial systems and become a key enabler of future industries. Recently …
Federated learning as a privacy solution-an overview
Abstract The Fourth Industrial Revolution suggests smart and automated industrial solutions
by incorporating Artificial Intelligence into it. Today, the world of technology is highly …
by incorporating Artificial Intelligence into it. Today, the world of technology is highly …
Toward trustworthy and privacy-preserving federated deep learning service framework for industrial internet of things
In this article, we propose a trustworthy privacy-preserving federated learning (FL)-based
deep learning (DL) service framework for Industrial Internet of Things-enabled systems. FL …
deep learning (DL) service framework for Industrial Internet of Things-enabled systems. FL …
Reinforcing industry 4.0 with digital twins and blockchain-assisted federated learning
M Aloqaily, I Al Ridhawi… - IEEE Journal on Selected …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) has revolutionized the manufacturing process in the industry. It
has created a new ecosystem allowing a diversified set of devices to be controlled remotely …
has created a new ecosystem allowing a diversified set of devices to be controlled remotely …
Privacy-Preserving and Traceable Federated Learning for data sharing in industrial IoT applications
Federated learning enables data owners to jointly train a neural network without sharing
their personal data, which makes it possible to share sensitive data generated from various …
their personal data, which makes it possible to share sensitive data generated from various …