Jun 8, 2022 · Abstract: As a new trusted data sharing pattern with privacy protection, the integration mechanism of blockchain and Federated Learning has ...
In this paper, the concepts of sandbox and state channel are introduced to construct a new data privacy sharing paradigm via Blockchain and Federated Learning.
Under this paradigm, we use state channel to connect Blockchain and Federated Learning. And state channel is used to create a. “trusted sandbox” to instantiate ...
People also ask
What is a blockchain sandbox?
What is a method of federated learning based on Blockchain?
Therefore, we introduce the concepts of the sandbox and state channel to construct a new data privacy sharing paradigm via Blockchain and Federated Learning.
Trusted Data Sharing Mechanism Based on Blockchain and ...
www.researchgate.net › publication › 36...
Federated learning, as a technology that combines data value delivery and data privacy security, is widely concerned in the process of data sharing. However, ...
Jun 8, 2022 · As a new trusted data sharing pattern with privacy protection, the integration mechanism of blockchain and Federated Learning has attracted ...
Mar 1, 2024 · Sandbox computing: A data privacy trusted sharing paradigm via blockchain and federated learning. IEEE Transactions on Computers, 72(3):800 ...
Sandbox Computing: A Data Privacy Trusted Sharing Paradigm Via Blockchain and Federated Learning. IEEE Trans. Computers 72(3): 800-810 (2023). [c18]. view.
Sandbox Computing: A Data Privacy Trusted Sharing Paradigm Via Blockchain and Federated Learning. ... Data Security and Confidentiality in Machine Learning.
Sandbox Computing: A Data Privacy Trusted Sharing Paradigm via Blockchain and Federated Learning. IEEE Transactions on Computers. 2022 | Journal article. DOI ...