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APPFLChain: A Privacy Protection Distributed Artificial-Intelligence Architecture Based on Federated Learning and Consortium Blockchain. (arXiv:2206.12790v2 [cs.CR] UPDATED)
cs.CR updates on arXiv.org arxiv.org
Recent research in Internet of things has been widely applied for industrial
practices, fostering the exponential growth of data and connected devices.
Henceforth, data-driven AI models would be accessed by different parties
through certain data-sharing policies. However, most of the current training
procedures rely on the centralized data-collection strategy and a single
computational server. However, such a centralized scheme may lead to many
issues. Customer data stored in a centralized database may be tampered with so
the provenance and authenticity …
architecture artificial blockchain distributed federated learning intelligence privacy protection