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Federated Learning-Based Resource Management with Blockchain Trust Assurance in Smart IoT

https://doi.org/10.3390/electronics12041034

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What this work says

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

inferredcites →https://doi.org/10.1016/j.asoc.2021.108084openalex-snapshot

A hybrid approach for forecasting ship motion using CNN–GRU–AM and GCWOA

inferredcites →https://doi.org/10.1016/j.comnet.2021.108691openalex-snapshot

Blockchained service provisioning and malicious node detection via federated learning in scalable Internet of Sensor Things networks

inferredcites →https://doi.org/10.1016/j.future.2019.07.036openalex-snapshot

IoT information sharing security mechanism based on blockchain technology

inferredcites →https://doi.org/10.1016/j.jnca.2021.103007openalex-snapshot

Blockchain for IoT-based smart cities: Recent advances, requirements, and future challenges

inferredcites →https://doi.org/10.1016/j.rtbm.2021.100620openalex-snapshot

Blockchain applications and architectures for port operations and logistics management

inferredcites →https://doi.org/10.1038/s41586-021-03583-3openalex-snapshot

Swarm Learning for decentralized and confidential clinical machine learning

inferredcites →https://doi.org/10.1109/access.2021.3111923openalex-snapshot

Blockchain-Based Wireless Sensor Networks for Malicious Node Detection: A Survey

inferredcites →https://doi.org/10.1109/comst.2020.2986024openalex-snapshot

Federated Learning in Mobile Edge Networks: A Comprehensive Survey

inferredcites →https://doi.org/10.1109/icc40277.2020.9148862openalex-snapshot

Client-Edge-Cloud Hierarchical Federated Learning

inferredcites →https://doi.org/10.1109/infocom.2019.8737464openalex-snapshot

Federated Learning over Wireless Networks: Optimization Model Design and Analysis

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

Towards Blockchain-Based Reputation-Aware Federated Learning

inferredcites →https://doi.org/10.1109/jiot.2020.2970110openalex-snapshot

Resource Allocation With Edge Computing in IoT Networks via Machine Learning

inferredcites →https://doi.org/10.1109/jsac.2019.2904348openalex-snapshot

Adaptive Federated Learning in Resource Constrained Edge Computing Systems

inferredcites →https://doi.org/10.1109/lcomm.2019.2921755openalex-snapshot

Blockchained On-Device Federated Learning

inferredcites →https://doi.org/10.1109/mci.2022.3180932openalex-snapshot

When Federated Learning Meets Blockchain: A New Distributed Learning Paradigm

inferredcites →https://doi.org/10.1109/mcom.001.1900461openalex-snapshot

Federated Learning for Wireless Communications: Motivation, Opportunities, and Challenges

inferredcites →https://doi.org/10.1109/mcom.001.2000397openalex-snapshot

Wireless Communications for Collaborative Federated Learning

inferredcites →https://doi.org/10.1109/mcom.011.2100162openalex-snapshot

6G: Connectivity in the Era of Distributed Intelligence

inferredcites →https://doi.org/10.1109/mnet.001.2100148openalex-snapshot

Key Technologies in 6G SAGS IoT: Shape-Adaptive Antenna and Radar-Communication Integration

inferredcites →https://doi.org/10.1109/mnet.001.2200200openalex-snapshot

CON: A Computation-Oriented Network for Efficient Edge Intelligence

inferredcites →https://doi.org/10.1109/mwc.001.1900370openalex-snapshot

Federated-Learning-Enabled Intelligent Fog Radio Access Networks: Fundamental Theory, Key Techniques, and Future Trends

inferredcites →https://doi.org/10.1109/tcomm.2019.2944169openalex-snapshot

Scheduling Policies for Federated Learning in Wireless Networks

inferredcites →https://doi.org/10.1109/tcomm.2019.2956472openalex-snapshot

Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications

inferredcites →https://doi.org/10.1109/tii.2019.2897133openalex-snapshot

A Blockchain-Based Nonrepudiation Network Computing Service Scheme for Industrial IoT

inferredcites →https://doi.org/10.1109/twc.2020.3024629openalex-snapshot

A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks

inferredcites →https://doi.org/10.3390/electronics11101624openalex-snapshot

Blockchain-Enabled: Multi-Layered Security Federated Learning Platform for Preserving Data Privacy

inferredcites →https://doi.org/10.3390/electronics11172676openalex-snapshot

Machine Learning-Enabled Internet of Things (IoT): Data, Applications, and Industry Perspective

inferredcites →https://doi.org/10.3390/electronics11172694openalex-snapshot

A Comparative Study of Consensus Mechanisms in Blockchain for IoT Networks

inferredcites →https://doi.org/10.3390/sym13071116openalex-snapshot

Implementation Framework for a Blockchain-Based Federated Learning Model for Classification Problems

What points at this work

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

inferred← citeshttps://doi.org/10.2139/ssrn.4671146openalex-extracted

Fedwoa: A Federated Learning Model with the Whale Optimization Algorithm for Renewable Energy Prediction

inferred← citeshttps://doi.org/10.1007/978-981-96-7511-1_37openalex-snapshot

Integrating Federated Transfer Learning and Blockchain to Enhance IoT Security: A Comprehensive Survey

inferred← citeshttps://doi.org/10.1016/j.compeleceng.2025.110259openalex-snapshot

A federated learning model with the whale optimization algorithm for renewable energy prediction

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

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

inferred← citeshttps://doi.org/10.1038/s41598-026-51138-1openalex-snapshot

BFLAFD: blockchain-enabled federated learning framework for adaptive fire detection in IIoT networks

inferred← citeshttps://doi.org/10.1109/access.2024.3435968openalex-snapshot

Unlocking a Promising Future: Integrating Blockchain Technology and FL-IoT in the Journey to 6G

inferred← citeshttps://doi.org/10.1109/access.2024.3444313openalex-snapshot

A Comprehensive Survey on Resource Management in 6G Network Based on Internet of Things

inferred← citeshttps://doi.org/10.1109/acpee64358.2025.11040928openalex-snapshot

A Method for Monitoring Hidden Faults in Relay Protection Operation Circuits Based on Smart IoT Technology

inferred← citeshttps://doi.org/10.1109/flta67013.2025.11336714openalex-snapshot

Towards a Blockchain-Based Federated Learning Framework for Sustainable Supply Chain

inferred← citeshttps://doi.org/10.1109/icrisst59181.2024.10921926openalex-snapshot

Deep Learning-Based Resource Allocation Algorithms for 6G Networks

inferred← citeshttps://doi.org/10.1109/missf68264.2026.11521969openalex-snapshot

A Secure Federated IoT–WSN Architecture with Blockchain for Privacy-Preserving and Sustainable Urban Traffic Systems

inferred← citeshttps://doi.org/10.1109/tce.2025.3572008openalex-snapshot

Holographic Display in Consumer Electronics for Detecting Abnormal IoT Devices Using a Lightweight Security Model

inferred← citeshttps://doi.org/10.1109/techdev64369.2024.00023openalex-snapshot

Real-time Resource Management Mechanism for Mobile IoT Devices in 5G-enabled Edge Computing

inferred← citeshttps://doi.org/10.2139/ssrn.5240372openalex-snapshot

Bflafd: Blockchain-Enabled Federated Learning Framework for Adaptive Fire Detection in Industrial Iot Networks

inferred← citeshttps://doi.org/10.23919/jcn.2024.000007openalex-snapshot

Network resource allocation method based on blockchain and federated learning in IoT

inferred← citeshttps://doi.org/10.3390/electronics12194014openalex-snapshot

A Federated Learning Method Based on Blockchain and Cluster Training

inferred← citeshttps://doi.org/10.3390/electronics13010086openalex-snapshot

TrustDFL: A Blockchain-Based Verifiable and Trusty Decentralized Federated Learning Framework

inferred← citeshttps://doi.org/10.3390/sym17010061openalex-snapshot

Resource Management and Secure Data Exchange for Mobile Sensors Using Ethereum Blockchain

inferred← citeshttps://doi.org/10.52783/jes.1782openalex-snapshot

Enhancing Industrial IoT Security: Utilizing Blockchain-Assisted Deep Federated Learning for Collaborative Intrusion Detection

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