TUPLE-Bench: Evaluating and Mitigating Privacy-Utility Trade-Offs in Typed Decision Models

Typed decision models often return more than a selected category. They also expose probabilities for each candidate and, sometimes, a separate confidence score. These fields support downstream decisions but may reveal information beyond a recipient's authorization. We introduce TUPLE-Bench Typed...