DAG-Based Blockchain Sharding for Secure Federated Learning with Non-IID Data

DAG-Based Blockchain Sharding for Secure Federated Learning with Non-IID Data

Federated learning is a type of privacy-preserving, collaborative machine learning. Instead of sharing raw data, the federated learning process cooperatively exchanges the model parameters and aggregates them in a decentralized manner through multiple users. In this study, we designed and implemente...

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Bibliographic Details
Main Authors: Jungjae Lee, Wooseong Kim
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Sensors
Subjects:
blockchain
federated learning
smart contract
model-poisoning attack
Online Access:https://www.mdpi.com/1424-8220/22/21/8263

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https://www.mdpi.com/1424-8220/22/21/8263

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