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Formalizing and Estimating Distribution Inference Risks

This is the code for reproducing the experiments reported in this paper:

Anshuman Suri and David Evans. Formalizing and Estimating Distribution Inference Risks (in Privacy Enhancing Technologies Symposium (PETS) 2022, July 2022.

Exploratory experiments and meta-classifier property-inference attacks on various datasets across several domains.

Folder structure:

Each folder has its own README.md file that explains how to reproduce those experiments.