PAnDA: Rethinking Metric Differential Privacy Optimization at Scale with Anchor-Based Approximation

Ruiyao Liu, Chenxi Qiu

Metric Differential Privacy (mDP) extends the local differential privacy (LDP) framework to metric spaces, enabling more nuanced privacy protection for data such as geo-locations.…