QIDLearningLib
Last released
QIDLearningLib is the first comprehensive Python library designed for automated quasi-identifier (QID) recognition and evaluation in tabular datasets. It integrates metrics from causality, data privacy, and data utility to provide a holistic assessment of potential QIDs, enabling systematic identification and mitigation of privacy risks in data sharing and analysis.