Reza Shokri, Marco Stronati, Congzheng Song, and Vitaly Shmatikov. Membership Inference Attacks Against Machine Learning Models. IEEE Symposium on Security and Privacy (“Oakland”) 2017.
Shokri et al. suggest an attack to identify data in the training set of a black box machine.
This repo is for reproduction of the paper's experiment.