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Home/Authors/Seung-Hyun Nam

Seung-Hyun Nam

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Crypto×1Info Theory×1

Frequent co-authors

Hyun-Young Park1×
Si-Hyeon Lee1×

Research Timeline

2026
Optimal Privacy-Utility Trade-Offs in LDP: Functional and Geometric Perspectives

The paper develops a unified theoretical framework to systematically characterize the optimal privacy-utility trade-off (PUT) and optimal Local Differential Privacy (LDP) channels for general statistical decision-making problems.

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Papers

cs.CRcs.ITRecentMay 4, 2026

Optimal Privacy-Utility Trade-Offs in LDP: Functional and Geometric Perspectives

Seung-Hyun Nam, Hyun-Young Park, Si-Hyeon Lee

The paper develops a unified theoretical framework to systematically characterize the optimal privacy-utility trade-off (PUT) and optimal Local Differential Privacy (LDP) channels for general statisti…

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