PureFed: An Efficient Collaborative and Trustworthy Federated Learning Framework Based on Blockchain Network

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 observed that previous frameworks often neglected participant privacy, a critical aspect not aligned with the core FL c...

Full description

Bibliographic Details
Main Authors: Made Adi Paramartha Putra, Nyoman Bogi Aditya Karna, Revin Naufal Alief, Ahmad Zainudin, Dong-Seong Kim, Jae-Min Lee, Gabriel Avelino Sampedro
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Blockchain
collaborative federated learning
incentive mechanism
smart contracts
trustworthiness
Online Access:https://ieeexplore.ieee.org/document/10551805/

Internet

https://ieeexplore.ieee.org/document/10551805/

Similar Items