Privacy budget
Privacy budget: Quantification of cumulative privacy consumption in differentially private mechanisms, often expressed through epsilon. Each additional release consumes budget under composition rules. Smaller values strengthen privacy but may reduce statistical utility. This perspective connects the definition with practical behaviour in artificial intelligence systems.
In italiano: Budget di PrivacyLegge V · Overfitting, bias e collasso dei modelliEach additional release consumes budget under composition rules. Smaller values strengthen privacy but may reduce statistical utility.