Measuring Database Unfairness via Dependency Quantification Under Differential Privacy

Mariia Vologdin, Yuchao Tao, Amir Gilad

Differential privacy (DP) has become the de facto standard for protecting sensitive data, providing strong guarantees that published statistics or models reveal limited information…