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Home/Authors/Bogdan Kulynych

Bogdan Kulynych

1 indexed paper

Recent (6 mo)
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Publications per year

1
26

Top categories

Crypto×1AI×1ML×1

Frequent co-authors

Georgi Ganev1×
Meenatchi Sundaram Muthu Selva Annamalai1×

Research Timeline

2026
Tight Auditing of Differential Privacy in MST and AIM

The paper introduces a Gaussian Differential Privacy (GDP)-based auditing framework to provide the first tight audits of privacy guarantees for state-of-the-art synthetic data generators like MST and AIM.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.AIcs.LGRecentApr 20, 2026

Tight Auditing of Differential Privacy in MST and AIM

Georgi Ganev, Meenatchi Sundaram Muthu Selva Annamalai, Bogdan Kulynych

The paper introduces a Gaussian Differential Privacy (GDP)-based auditing framework to provide the first tight audits of privacy guarantees for state-of-the-art synthetic data generators like MST and…

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