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David Banahene

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Review Aug 2026

SynthGuard-ReleaseBench: Locked-Audit Evidence for Synthetic Tabular Data Releases

SynthGuard-ReleaseBench is introduced, an audit framework that locks the use, candidate panel, tolerances, and audit schedule before evaluation, and is a reproducible workflow for use-specific release evidence, not a claim that any generator is private, safe, or deployment-ready.

Jeffery Opoku, David Banahene · 0 citations

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