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Blockchained On-Device Federated Learning

https://doi.org/10.1109/lcomm.2019.2921755

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Communication-Efficient Learning of Deep Networks from Decentralized Data

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Federated Optimization: Distributed Machine Learning for On-Device Intelligence

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Blockchain-based multi-institution collaborative credit evaluation modeling method

inferred← citeshttps://doi.org/10.1016/j.comnet.2024.110361openalex-snapshot

The implications of decentralization in blockchained federated learning: Evaluating the impact of model staleness and inconsistencies

inferred← citeshttps://doi.org/10.1016/j.comnet.2024.110691openalex-snapshot

TPE-BFL: Training Parameter Encryption scheme for Blockchain based Federated Learning system

inferred← citeshttps://doi.org/10.1016/j.comnet.2025.111555openalex-snapshot

EDVFL: An evaluable and decentralized privacy-preserving VFL for secure data sharing in ATM

inferred← citeshttps://doi.org/10.1016/j.comnet.2026.112039openalex-snapshot

Incentive mechanism design in blockchain-based hierarchical federated learning over edge clouds

inferred← citeshttps://doi.org/10.1016/j.comnet.2026.112161openalex-snapshot

Blockchain-Enabled federated learning framework with cantor filtering and reed–Solomon coding for secure healthcare IoT systems

inferred← citeshttps://doi.org/10.1016/j.comnet.2026.112197openalex-snapshot

Blockchain based semi-Decentralized personalized federated learning

inferred← citeshttps://doi.org/10.1016/j.comnet.2026.112360openalex-snapshot

A trust-aware blockchain-assisted framework for federated intrusion detection in software-defined networks

inferred← citeshttps://doi.org/10.1016/j.comnet.2026.112833openalex-snapshot

LoRaWAN-based federated learning for the internet of vehicles: a comprehensive survey of architectures, algorithms, and open challenges

inferred← citeshttps://doi.org/10.1016/j.compeleceng.2022.108421openalex-snapshot

Intelligent contracts: Making smart contracts smart for blockchain intelligence

inferred← citeshttps://doi.org/10.1016/j.compmedimag.2022.102139openalex-snapshot

Blockchain and homomorphic encryption based privacy-preserving model aggregation for medical images

inferred← citeshttps://doi.org/10.1016/j.cose.2021.102355openalex-snapshot

Integration of blockchain and federated learning for Internet of Things: Recent advances and future challenges

inferred← citeshttps://doi.org/10.1016/j.cose.2023.103278openalex-snapshot

Edge intelligence secure frameworks: Current state and future challenges

inferred← citeshttps://doi.org/10.1016/j.cpes.2026.07.002openalex-snapshot

Leveraging federated learning for smart grids: A comprehensive survey

inferred← citeshttps://doi.org/10.1016/j.csi.2023.103765openalex-snapshot

Lattice based distributed threshold additive homomorphic encryption with application in federated learning

inferred← citeshttps://doi.org/10.1016/j.dcan.2021.12.006openalex-snapshot

Blockchain-based fog radio access networks: Architecture, key technologies, and challenges

inferred← citeshttps://doi.org/10.1016/j.dcan.2022.05.006openalex-snapshot

A blockchain-based audit approach for encrypted data in federated learning

inferred← citeshttps://doi.org/10.1016/j.dcan.2022.08.001openalex-snapshot

A survey on blockchain-enabled federated learning and its prospects with digital twin

inferred← citeshttps://doi.org/10.1016/j.dcan.2024.09.005openalex-snapshot

DB-FL: DAG blockchain-enabled generalized federated dropout learning

inferred← citeshttps://doi.org/10.1016/j.dcan.2025.04.011openalex-snapshot

CMBA-FL: Communication-mitigated and blockchain-assisted federated learning for traffic flow predictions

inferred← citeshttps://doi.org/10.1016/j.dib.2026.113111openalex-snapshot

Dataset of round-level federated learning and layer-2 blockchain overhead from ten raspberry Pi edge clients

inferred← citeshttps://doi.org/10.1016/j.displa.2025.103210openalex-snapshot

BFL-SE: Blockchain federated learning with secure and effective weight-assignment model aggregation

inferred← citeshttps://doi.org/10.1016/j.egyai.2024.100438openalex-snapshot

Federated learning and non-federated learning based power forecasting of photovoltaic/wind power energy systems: A systematic review

inferred← citeshttps://doi.org/10.1016/j.ejcped.2024.100196openalex-snapshot

General context and relevant public datasets available for improving pathways in Paediatric Cancer applying Artificial Intelligence. A review

inferred← citeshttps://doi.org/10.1016/j.ejor.2023.08.040openalex-snapshot

An explainable federated learning and blockchain-based secure credit modeling method

inferred← citeshttps://doi.org/10.1016/j.eng.2022.12.008openalex-snapshot

Data-Driven Learning for Data Rights, Data Pricing, and Privacy Computing

inferred← citeshttps://doi.org/10.1016/j.engappai.2023.106612openalex-snapshot

Train a central traffic prediction model using local data: A spatio-temporal network based on federated learning

inferred← citeshttps://doi.org/10.1016/j.engappai.2024.109719openalex-snapshot

Reliable federated learning based on delayed gradient aggregation for intelligent connected vehicles

inferred← citeshttps://doi.org/10.1016/j.eswa.2023.119896openalex-snapshot

Asynchronous federated learning with directed acyclic graph-based blockchain in edge computing: Overview, design, and challenges

inferred← citeshttps://doi.org/10.1016/j.eswa.2023.122210openalex-snapshot

Privacy-preserving and Byzantine-robust Federated Learning Framework using Permissioned Blockchain

inferred← citeshttps://doi.org/10.1016/j.eswa.2025.127158openalex-snapshot

A data trading scheme based on blockchain and game theory in federated learning

inferred← citeshttps://doi.org/10.1016/j.eswa.2025.128919openalex-snapshot

A blockchain empowered federated differentiable search index framework for secure information collaboration

inferred← citeshttps://doi.org/10.1016/j.future.2020.10.007openalex-snapshot

A survey on security and privacy of federated learning

inferred← citeshttps://doi.org/10.1016/j.future.2023.03.014openalex-snapshot

LAFED: A lightweight authentication mechanism for blockchain-enabled federated learning system

inferred← citeshttps://doi.org/10.1016/j.future.2023.04.017openalex-snapshot

Efficient and privacy-preserving group signature for federated learning

inferred← citeshttps://doi.org/10.1016/j.future.2023.11.009openalex-snapshot

Anonymous Federated Learning via Named-Data Networking

inferred← citeshttps://doi.org/10.1016/j.future.2025.108092openalex-snapshot

A lightweight blockchain-based defense method for federated self-supervised learning

inferred← citeshttps://doi.org/10.1016/j.future.2025.108216openalex-snapshot

Federated learning with privacy protection and incentive mechanisms based on edge computing

inferred← citeshttps://doi.org/10.1016/j.future.2026.108473openalex-snapshot

Energy-efficient serverless federated learning with blockchain-enhanced optimized raft consensus

inferred← citeshttps://doi.org/10.1016/j.future.2026.108849openalex-snapshot

A hierarchical federated learning trusted collaboration and auditable mechanism based on DAG–consortium chain hybrid ledger

inferred← citeshttps://doi.org/10.1016/j.hcc.2021.100046openalex-snapshot

Secure verifiable aggregation for blockchain-based federated averaging

inferred← citeshttps://doi.org/10.1016/j.health.2023.100192openalex-snapshot

A systematic review of privacy-preserving methods deployed with blockchain and federated learning for the telemedicine

inferred← citeshttps://doi.org/10.1016/j.heliyon.2024.e27176openalex-snapshot

Secure and decentralized federated learning framework with non-IID data based on blockchain

inferred← citeshttps://doi.org/10.1016/j.icte.2021.08.014openalex-snapshot

An efficient parallel machine learning-based blockchain framework

inferred← citeshttps://doi.org/10.1016/j.icte.2021.12.007openalex-snapshot

BrainyEdge: An AI-enabled framework for IoT edge computing

inferred← citeshttps://doi.org/10.1016/j.icte.2026.06.003openalex-snapshot

PureFL: Channel-partitioned federated learning with cross-channel knowledge distillation on PureChain

inferred← citeshttps://doi.org/10.1016/j.ins.2021.04.021openalex-snapshot

A novel framework of collaborative early warning for COVID-19 based on blockchain and smart contracts

inferred← citeshttps://doi.org/10.1016/j.ins.2024.120330openalex-snapshot

An incentive mechanism design for federated learning with multiple task publishers by contract theory approach

inferred← citeshttps://doi.org/10.1016/j.iot.2023.100694openalex-snapshot

ModularFed: Leveraging modularity in federated learning frameworks

inferred← citeshttps://doi.org/10.1016/j.iot.2023.100966openalex-snapshot

FedChain-Hunter: A reliable and privacy-preserving aggregation for federated threat hunting framework in SDN-based IIoT

inferred← citeshttps://doi.org/10.1016/j.iot.2024.101121openalex-snapshot

Metaverse for wireless systems: Architecture, advances, standardization, and open challenges

inferred← citeshttps://doi.org/10.1016/j.iotcps.2025.02.001openalex-snapshot

UMetaBE-DPPML: Urban metaverse & blockchain-enabled decentralised privacy-preserving machine learning verification and authentication with metaverse immersive devices

inferred← citeshttps://doi.org/10.1016/j.ipm.2022.103061openalex-snapshot

Federated learning review: Fundamentals, enabling technologies, and future applications

showing the first 200 of 868

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