tapas.attacks.groundhog

This file implements the Groundhog attack, as introduced in:

Stadler, T., Oprisanu, B. and Troncoso, C., 2021. Synthetic data–anonymisation groundhog day. In 31st USENIX Security Symposium (USENIX Security 22).

The Groundhog attack is a black-box attack based on shadow modelling that uses a combination of three set features (Naive, Hist and Corr) and a random forest as learner.

Classes

GroundhogAttack([use_naive, use_hist, ...])

The attack introduced by Stadler et al.