Enhancing Scalability of Metric Differential Privacy via Secret Dataset Partitioning and Benders Decomposition

Chenxi Qiu

Metric Differential Privacy (mDP) extends the concept of Differential Privacy (DP) to serve as a new paradigm of data perturbation. It is designed to protect secret data represente…