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Home/Authors/Senthil Kumar

Senthil Kumar

1 indexed paper

Recent (6 mo)
1
With code
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Publications per year

1
26

Top categories

Comp. Eng.×1AI×1Crypto×1

Frequent co-authors

Ifayoyinsola Ibikunle1×
Tyler Farnan1×
Mayana Pereira1×

Research Timeline

2026
Decoupling Identity from Utility: Privacy-by-Design Frameworks for Financial Ecosystems

The paper proposes using Differentially Private (DP) synthetic data, specifically through tabular synthesis and DP-Seeded Agent-Based Modeling (ABM), to resolve the conflict between data utility and privacy in financial ecosystems.

Highlighted terms show continued research focus across papers

Papers

cs.CEcs.AIcs.CRRecentApr 16, 2026

Decoupling Identity from Utility: Privacy-by-Design Frameworks for Financial Ecosystems

Ifayoyinsola Ibikunle, Tyler Farnan, Senthil Kumar, Mayana Pereira

The paper proposes using Differentially Private (DP) synthetic data, specifically through tabular synthesis and DP-Seeded Agent-Based Modeling (ABM), to resolve the conflict between data utility and p…

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