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Blockchain Federated Learning for In-Home Health Monitoring

https://doi.org/10.3390/electronics12010136

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What this work says

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

inferredcites →https://doi.org/10.1007/s00146-020-01113-9openalex-snapshot

FlexPersonas: flexible design of IoT-based home healthcare systems targeted at the older adults

inferredcites →https://doi.org/10.1016/j.cose.2021.102355openalex-snapshot

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

inferredcites →https://doi.org/10.1016/j.future.2019.09.045openalex-snapshot

A fog-enabled smart home solution for decision-making using smart objects

inferredcites →https://doi.org/10.1016/j.iot.2018.12.004openalex-snapshot

Energy-efficient smart home systems: Infrastructure and decision-making process

inferredcites →https://doi.org/10.1016/j.procs.2022.09.170openalex-snapshot

Challenges and Trends in Federated Learning for Well-being and Healthcare

inferredcites →https://doi.org/10.1109/ieee.iciot.2017.34openalex-snapshot

A Blockchain Based New Secure Multi-Layer Network Model for Internet of Things

inferredcites →https://doi.org/10.1109/infocomwkshps50562.2020.9163027openalex-snapshot

Towards Blockchain-Based Reputation-Aware Federated Learning

inferredcites →https://doi.org/10.1109/jbhi.2022.3171852openalex-snapshot

Federated Learning for Privacy Preservation of Healthcare Data From Smartphone-Based Side-Channel Attacks

inferredcites →https://doi.org/10.1109/jiot.2018.2812239openalex-snapshot

Blockchain Meets IoT: An Architecture for Scalable Access Management in IoT

inferredcites →https://doi.org/10.1109/jiot.2020.3017377openalex-snapshot

Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices

inferredcites →https://doi.org/10.1109/mis.2020.2988604openalex-snapshot

FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare

inferredcites →https://doi.org/10.1109/ntms.2019.8763849openalex-snapshot

An IoT-Blockchain Architecture Based on Hyperledger Framework for Healthcare Monitoring Application

inferredcites →https://doi.org/10.1109/ojcs.2020.2993259openalex-snapshot

Personalized Federated Learning for Intelligent IoT Applications: A Cloud-Edge Based Framework

inferredcites →https://doi.org/10.1109/sp.2008.33openalex-snapshot

Robust De-anonymization of Large Sparse Datasets

inferredcites →https://doi.org/10.1109/titb.2009.2034369openalex-snapshot

Using Heterogeneous Wireless Sensor Networks in a Telemonitoring System for Healthcare

inferredcites →https://doi.org/10.1109/tmc.2020.3045266openalex-snapshot

FedHome: Cloud-Edge Based Personalized Federated Learning for In-Home Health Monitoring

inferredcites →https://doi.org/10.1109/wocc.2015.7346198openalex-snapshot

Applying Internet of Things for personalized healthcare in smart homes

inferredcites →https://doi.org/10.1145/3282308.3282312openalex-snapshot

A Pattern Collection for Blockchain-based Applications

inferredcites →https://doi.org/10.1155/2021/4376418openalex-snapshot

A Blockchain‐Based Federated Learning Method for Smart Healthcare

inferredcites →https://doi.org/10.1155/2021/7608296openalex-snapshot

Application of Blockchain and Internet of Things in Healthcare and Medical Sector: Applications, Challenges, and Future Perspectives

inferredcites →https://doi.org/10.14569/ijacsa.2019.0100110openalex-snapshot

Blockchain: Securing Internet of Medical Things (IoMT)

inferredcites →https://doi.org/10.3390/s140100848openalex-snapshot

NodePM: A Remote Monitoring Alert System for Energy Consumption Using Probabilistic Techniques

inferredcites →https://doi.org/10.3390/s22124394openalex-snapshot

Integration of Blockchain Technology and Federated Learning in Vehicular (IoT) Networks: A Comprehensive Survey

inferredcites →https://doi.org/10.3390/s22166257openalex-snapshot

HOsT: Towards a Low-Cost Fog Solution via Smart Objects to Deal with the Heterogeneity of Data in a Residential Environment

What points at this work

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

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T-BFL model based on two-dimensional trust and blockchain-federated learning for medical data sharing

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Enhanced Security and Privacy Framework for Federated Learning in Beyond 5G IoT Networks

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Fractional Tangent Search Hiking optimization enabled Squeezenet for post-COVID heart health monitoring in Federated Learning

inferred← citeshttps://doi.org/10.1016/j.bcra.2023.100178openalex-snapshot

A critical literature review of security and privacy in smart home healthcare schemes adopting IoT & blockchain: Problems, challenges and solutions

inferred← citeshttps://doi.org/10.1016/j.cie.2024.110538openalex-snapshot

Blockchain-enhanced IoT ecosystem for healthcare: Transformative potentials, applications, challenges, solutions, and future perspectives

inferred← citeshttps://doi.org/10.1016/j.compbiomed.2023.107630openalex-snapshot

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inferred← citeshttps://doi.org/10.1016/j.compeleceng.2026.111195openalex-snapshot

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inferred← citeshttps://doi.org/10.1016/j.jpdc.2024.104995openalex-snapshot

BRFL: A blockchain-based byzantine-robust federated learning model

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Federated Artificial Intelligence approaches for wearables and health devices

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Managing Distributed Machine Learning Lifecycle for Healthcare Data in the Cloud

inferred← citeshttps://doi.org/10.1109/ccgridw59191.2023.00024openalex-snapshot

Cognitive Health Assessment of Decentralized Smart home Activities using Federated Learning

inferred← citeshttps://doi.org/10.1109/ciees66347.2025.11300147openalex-snapshot

Blockchain-Based Model for Monitoring Employees Vital Signs

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Interoperability Challenges in Wearable Iot for Healthcare With Federated Learning: A Review

inferred← citeshttps://doi.org/10.1109/icecer65523.2025.11401380openalex-snapshot

An IoT-Enabled E-Guide System for Integrated Healthcare Center Navigation and Service Optimization in Oman

inferred← citeshttps://doi.org/10.1109/idciot67589.2026.11455871openalex-snapshot

Blockchain-Enabled Federated Learning Framework for Secure, Scalable, and Privacy-Preserving Healthcare AI

inferred← citeshttps://doi.org/10.1109/iemecon69302.2025.11365906openalex-snapshot

Bio-Inspired Spiking Neural Networks for Energy-Efficient Anomaly Detection in Wearable Embedded IoT Devices: A Federated Learning Approach

inferred← citeshttps://doi.org/10.1109/ojcoms.2024.3449563openalex-snapshot

Federated Learning for Enhanced Cybersecurity and Trustworthiness in 5G and 6G Networks: A Comprehensive Survey

inferred← citeshttps://doi.org/10.1109/ojcoms.2024.3484228openalex-snapshot

Federated Learning for Human Activity Recognition: Overview, Advances, and Challenges

inferred← citeshttps://doi.org/10.1145/3670854openalex-snapshot

Exploring the Landscape of Ubiquitous In-home Health Monitoring: A Comprehensive Survey

inferred← citeshttps://doi.org/10.20944/preprints202406.0230.v1openalex-snapshot

Advancing Secure and Efficient Sensor Data Integration in Smart Cities: A Blockchain-Based Approach

inferred← citeshttps://doi.org/10.2174/0122103279311703240605075342openalex-snapshot

Private Blockchain-based Efficient Secure Cloud Data Storage Using Federated Learning Framework

inferred← citeshttps://doi.org/10.2196/79052openalex-snapshot

Securing Federated Learning With Blockchain in the Medical Field: Systematic Literature Review

inferred← citeshttps://doi.org/10.3390/blockchains1020006openalex-snapshot

Blockchain and Healthcare: A Critical Analysis of Progress and Challenges in the Last Five Years

inferred← citeshttps://doi.org/10.3390/blockchains3010001openalex-snapshot

Blockchain-Based Privacy-Enhancing Federated Learning in Smart Healthcare: A Survey

inferred← citeshttps://doi.org/10.3390/en16062636openalex-snapshot

Enhancing Smart Home Design with AI Models: A Case Study of Living Spaces Implementation Review

inferred← citeshttps://doi.org/10.3390/fi15110370openalex-snapshot

Edge AI for Early Detection of Chronic Diseases and the Spread of Infectious Diseases: Opportunities, Challenges, and Future Directions

inferred← citeshttps://doi.org/10.36227/techrxiv.171340632.25905526/v1openalex-snapshot

Integration of Federated Learning and Blockchain in Healthcare: A Tutorial

inferred← citeshttps://doi.org/10.4018/979-8-3373-5906-9.ch006openalex-snapshot

Blockchain-Anchored Federated AI for Patient-Centric Collaborative Diagnostics

inferred← citeshttps://doi.org/10.4018/979-8-3693-1082-3.ch006openalex-snapshot

Federated Learning and Artificial Intelligence in E-Healthcare

inferred← citeshttps://doi.org/10.4236/jcc.2024.129005openalex-snapshot

A Privacy Preserving Federated Learning System for IoT Devices Using Blockchain and Optimization

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