Alpha differential privacy, the paper's new framework, is a re-parameterization of Renyi differential privacy, so its reported privacy advantage is not real.
Amari,Information Geometry and Its Applications
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A Novel Approach to Differential Privacy with Alpha Divergence
Alpha differential privacy, the paper's new framework, is a re-parameterization of Renyi differential privacy, so its reported privacy advantage is not real.