ai-privacy-toolkit/apt/risk/data_assessment/__init__.py
Maya Anderson 3f9271b225 Add Dataset assessment module
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
2023-03-06 10:01:45 +02:00

9 lines
474 B
Python

"""
Module providing privacy risk assessment for synthetic data.
The main interface, ``DatasetAttack``, with the assess_privacy() main method assumes the availability of the
training data, holdout data and synthetic data at the time of the privacy evaluation.
It is implemented by two types of abstract classes: ``DatasetAttackPerRecord`` and ``DatasetAttackWhole``, to be
implemented by concrete assessment methods.
"""
from apt.risk.data_assessment import dataset_attack