Towards Blockchain-Based Federated Machine Learning: Smart Contract for Model Inference

Reliability analysis for blockchain oracles

(2020) Sin Kuang Lo et al.   COMPUTERS & ELECTRICAL ENGINEERING

Blockchain Empowered Asynchronous Federated Learning for Secure Data Sharing in Internet of Vehicles

(2020) Yunlong Lu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Reliable Federated Learning for Mobile Networks

(2020) Jiawen Kang et al.   IEEE WIRELESS COMMUNICATIONS

CrowdSFL: A Secure Crowd Computing Framework Based on Blockchain and Federated Learning

(2020) Ziyuan Li et al.   Electronics

A survey on security and privacy of federated learning

(2020) Viraaji Mothukuri et al.   Future Generation Computer Systems-The International Journal of eScience

Trust management in a blockchain based fog computing platform with trustless smart oracles

(2019) Petar Kochovski et al.   Future Generation Computer Systems-The International Journal of eScience

Blockchained On-Device Federated Learning

(2019) Hyesung Kim et al.   IEEE COMMUNICATIONS LETTERS

Blockchain and Federated Learning for Privacy-Preserved Data Sharing in Industrial IoT

(2019) Yunlong Lu et al.   IEEE Transactions on Industrial Informatics

Smart Contract Development: Challenges and Opportunities

(2019) Weiqin Zou et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Performance Analysis of Hyperledger Fabric Platforms

(2018) Qassim Nasir et al.   Security and Communication Networks

Chained Anomaly Detection Models for Federated Learning: An Intrusion Detection Case Study

(2018) Davy Preuveneers et al.   Applied Sciences-Basel

Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research

(2015) Stefan Lessmann et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH