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Aigerim Dumankyzy

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#federated learning Review Open access Nov 2026

Privacy Leakage in Blockchain-Based Healthcare Systems: A Layered Taxonomy and Systematic Review

This systematic review develops what is, to the best of the authors' knowledge, one of the first layered taxonomies of privacy leakage risks in blockchain-based healthcare systems, organized across the data, network, consensus, and application layers.

Mohammed Alaa Ala'anzy, Aigerim Dumankyzy, Nasir Saeed · 0 citations

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