Critical evaluation of CTGAN for tabular data synthesis on UCI Adult Census, with rigorous metrics (Wasserstein, JSD, Frobenius, TSTR) and analysis of structural limitations on zero-inflated variables.
python machine-learning privacy tabular-data data-evaluation synthetic-data adult-census-income membership-inference-attacks ctgan generative-ai adult-census
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Updated
Apr 28, 2026 - Jupyter Notebook