Blockchain-based federated learning system: A survey on design choices
The vanilla federated learning is made for a trusted environment, while in contrast, its actual
use cases require collaborations in an untrusted setting. For this reason, using blockchain …
use cases require collaborations in an untrusted setting. For this reason, using blockchain …
[HTML][HTML] Balancing privacy and performance in federated learning: A systematic literature review on methods and metrics
Federated learning (FL) as a novel paradigm in Artificial Intelligence (AI), ensures enhanced
privacy by eliminating data centralization and brings learning directly to the edge of the …
privacy by eliminating data centralization and brings learning directly to the edge of the …
Safeguarding Patient Data-Sharing: Blockchain-Enabled Federated Learning in Medical Diagnostics
Medical healthcare centers are envisioned as a promising paradigm to handle vast data for
various disease diagnoses using artificial intelligence. Traditional Machine Learning …
various disease diagnoses using artificial intelligence. Traditional Machine Learning …
PureFed: An Efficient Collaborative and Trustworthy Federated Learning Framework Based on Blockchain Network
This paper introduces PureFed, an innovative Federated Learning (FL) framework designed
for efficiency, collaboration, and trustworthiness. In the background of FL research, it was …
for efficiency, collaboration, and trustworthiness. In the background of FL research, it was …
[PDF][PDF] Proof of Authority-based Federated Learning for Bearing Fault Detection in Smart Factory
The dependability of Industrial Internet of Things (IIoT) systems necessitates a robust fault
detection mechanism that can be accomplished using Artificial Intelligence (AI). However …
detection mechanism that can be accomplished using Artificial Intelligence (AI). However …
[引用][C] Efficient Blockchain Decarbonization: A Hyperledger Besu Perspective on Emission Allowance Markets
In response to the urgent challenge of decarbonization and the intricate issues surrounding
Transparency and Accountability in emission allowance markets, this study introduces a …
Transparency and Accountability in emission allowance markets, this study introduces a …