Bashir Rastegarpanah

Auditing Black-Box Prediction Models for Data Minimization Compliance

In this paper, we focus on auditing black-box prediction models for compliance with the GDPR’s data minimization principle. This principle restricts prediction models to use the minimal information that is necessary for performing the task at hand. Given the challenge of the black-box setting, our k…