An End-Process Blockchain-Based Secure Aggregation Mechanism Using Federated Machine Learning

A verifiable and privacy-preserving blockchain-based federated learning approach

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

(2022) Aditya Pribadi Kalapaaking et al.   IEEE Transactions on Industrial Informatics

Blockchain for federated learning toward secure distributed machine learning systems: a systemic survey

(2021) Dun Li et al.   SOFT COMPUTING

A Survey on Federated Learning for Resource-Constrained IoT Devices

(2021) Ahmed Imteaj et al.   IEEE Internet of Things Journal

Blockchain-Enabled Federated Learning Data Protection Aggregation Scheme With Differential Privacy and Homomorphic Encryption in IIoT

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

SEAR: Secure and Efficient Aggregation for Byzantine-Robust Federated Learning

(2021) Lingchen Zhao et al.   IEEE Transactions on Dependable and Secure Computing

Federated Learning With Blockchain for Autonomous Vehicles: Analysis and Design Challenges

(2020) Shiva Raj Pokhrel et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

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

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

A Survey on Federated Learning: The Journey From Centralized to Distributed On-Site Learning and Beyond

(2020) Sawsan Abdulrahman et al.   IEEE Internet of Things Journal