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A unified interpretation of the Gaussian mechanism for differential privacy through the sensitivity index.
Georgios Kaissis
Moritz Knolle
Friederike Jungmann
Alexander Ziller
Dmitrii Usynin
Daniel Rueckert
Published in:
CoRR (2021)
Keyphrases
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differential privacy
differentially private
privacy guarantees
privacy preserving
private data
tabular data
privacy preservation
anonymized data
index structure
data sharing
data privacy
b tree
data quality
digital libraries
database
data warehouse
database systems