Defines the PML envelope as a privacy metric in pointwise maximal leakage that is robust to post-processing and upper-bounds failure probability, unlike prior candidate definitions.
Blockchain-Enabled Federated Learning for Longitudinal Emergency Care
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
The paper proposes a four-dimensional architectural categorization for federated learning-blockchain systems and compares two frameworks for intelligent transportation and sustainable healthcare.
citing papers explorer
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Information Leakage Envelopes
Defines the PML envelope as a privacy metric in pointwise maximal leakage that is robust to post-processing and upper-bounds failure probability, unlike prior candidate definitions.
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Federated Learning over Blockchain-Enabled Cloud Infrastructure
The paper proposes a four-dimensional architectural categorization for federated learning-blockchain systems and compares two frameworks for intelligent transportation and sustainable healthcare.