Have the cake and eat it too: Differential Privacy enables privacy and precise analytics

Abstract Existing research in differential privacy, whose applications have exploded across functional areas in the last few years, describes an intrinsic trade-off between the privacy of a dataset and its utility for analytics. Resolving this trade-off critically impacts potential applications of d...

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Bibliographic Details
Main Author: Rishabh Subramanian
Format: Article
Language:English
Published: SpringerOpen 2023-07-01
Series:Journal of Big Data
Subjects:
Online Access:https://doi.org/10.1186/s40537-023-00712-9