Blockchain-Based Federated Learning With Secure Aggregation in Trusted Execution Environment for Internet-of-Things

IoMT: A COVID-19 Healthcare System driven by Federated Learning and Blockchain

(2022) O. Samuel et al.   IEEE Journal of Biomedical and Health Informatics

A Federated Learning and Blockchain-enabled Sustainable Energy-Trade at the Edge: A Framework for Industry 4.0

(2022) Safa Otoum et al.   IEEE Internet of Things Journal

Blockchain-Federated-Learning and Deep Learning Models for COVID-19 Detection Using CT Imaging

(2021) Rajesh Kumar et al.   IEEE SENSORS JOURNAL

Anonymous and Privacy-Preserving Federated Learning With Industrial Big Data

(2021) Bin Zhao et al.   IEEE Transactions on Industrial Informatics

Security, Privacy, and Reliability in Digital Healthcare Systems Using Blockchain

(2021) Aitizaz Ali et al.   Electronics

A Privacy-Preserving Federated Learning for Multiparty Data Sharing in Social IoTs

(2021) Lihua Yin et al.   IEEE Transactions on Network Science and Engineering

BAFL: A Blockchain-Based Asynchronous Federated Learning Framework

(2021) Lei Feng et al.   IEEE TRANSACTIONS ON COMPUTERS

Federated Learning for Cybersecurity: Concepts, Challenges, and Future Directions

(2021) Mamoun Alazab et al.   IEEE Transactions on Industrial Informatics

Federated Learning: Challenges, Methods, and Future Directions

(2020) Tian Li et al.   IEEE SIGNAL PROCESSING MAGAZINE

Decentralized Privacy Using Blockchain-Enabled Federated Learning in Fog Computing

(2020) Youyang Qu et al.   IEEE Internet of Things Journal

Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices

(2020) Yang Zhao et al.   IEEE Internet of Things Journal

Communication-Efficient Federated Learning and Permissioned Blockchain for Digital Twin Edge Networks

(2020) Yunlong Lu et al.   IEEE Internet of Things Journal

A Blockchained Federated Learning Framework for Cognitive Computing in Industry 4.0 Networks

(2020) Youyang Qu et al.   IEEE Transactions on Industrial Informatics

Privacy-Preserving Federated Learning Framework Based on Chained Secure Multiparty Computing

(2020) Yong Li et al.   IEEE Internet of Things Journal

Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework With UAV Swarms

(2020) Yi Liu et al.   IEEE Internet of Things Journal

Local Differential Privacy-Based Federated Learning for Internet of Things

(2020) Yang Zhao et al.   IEEE Internet of Things Journal

Blockchained On-Device Federated Learning

(2019) Hyesung Kim et al.   IEEE COMMUNICATIONS LETTERS

The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web]

(2012) Li Deng   IEEE SIGNAL PROCESSING MAGAZINE