In today's data-centric world, the tension between leveraging data for its utility and safeguarding privacy is increasingly significant. Data utility refers to the ability to use data effectively to derive insights, make decisions, and drive innovations. Privacy, on the other hand, ensures that individuals' personal information is protected from misuse and unauthorized access.