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We show that Gaussian Differential Privacy, a variant of differential privacy tailored to the analysis of Gaussian noise addition, composes gracefully even in the presence of a fully adaptive analyst.
Privacy odometers and filters: Pay-as-you-go composition
Ryan M Rogers, Aaron Roth, Jonathan Ullman, and Salil Vadhan · 2016
Earlier work this paper cites.
Jinshuo Dong, Aaron Roth, and Weijie J. Su · 2019
Cited alongside, same era.
Individual privacy accounting with gaussian differential privacy
Antti Koskela, Marlon Tobaben, and Antti Honkela · 2022
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