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H. Lautraite

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Preprint Aug 2026

Neighborhood Watch: Privacy Risks in Seeded Local Combination Synthetic Data

This paper investigates the privacy risks associated with local combination approaches for generating synthetic data in which synthetic profiles are built by combining real neighbouring profiles, and focuses on three methods from this family, namely SMOTE, Simulant and Avatar.

H. Lautraite, Tristan Allard, Anne-Sophie Charest et al. · 0 citations

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