Performance and Security Considerations for Differential Privacy Model with Adaptive Metrics
Olga Dzięgielewska, Bolesław Szafrański · Journal of Information Assurance & Cybersecurity · 2023
Over time, the differential privacy model has undergone numerous extensions and implementations by various researchers. Recently, a notable advancement introduced two adaptive metrics aimed at achieving improved calibration of security and accuracy by considering the risk associated with statistical queries.