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Home/Authors/Abtin Mahyar

Abtin Mahyar

1 indexed paper

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Publications per year

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26

Top categories

ML×1Crypto×1Databases×1

Frequent co-authors

Masoumeh Shafieinejad1×
Yuhan Liu1×
Xi He1×

Research Timeline

2026
FERMI: Exploiting Relations for Membership Inference Against Tabular Diffusion Models

The paper proposes FERMI, a method that significantly improves membership inference attacks against tabular diffusion models by leveraging auxiliary relational information available during training, even when only single-table features are visible at inference time.

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Papers

cs.LGcs.CRcs.DBRecentMay 12, 2026

FERMI: Exploiting Relations for Membership Inference Against Tabular Diffusion Models

Abtin Mahyar, Masoumeh Shafieinejad, Yuhan Liu, Xi He

The paper proposes FERMI, a method that significantly improves membership inference attacks against tabular diffusion models by leveraging auxiliary relational information available during training, e…

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