TAPAS: a toolbox for adversarial privacy auditing of synthetic data

Personal data collected at scale promises to improve decision-making and accelerate innovation. However, sharing and using such data raises serious privacy concerns. A promising solution is to produce synthetic data, artificial records to share instead of real data. Since synthetic records are not l...

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Bibliographic Details
Main Authors: Houssiau, F, Jordon, J, Cohen, SN, Daniel, O, Elliott, A, Geddes, J, Mole, C, Rangel-Smith, C, Szpruch, L
Format: Conference item
Language:English
Published: OpenReview 2022