Particle Filter for Bayesian Inference on Privatized Data

Yu-Wei Chen, Pranav Sanghi, Jordan Awan

Differential Privacy (DP) is a probabilistic framework that protects privacy while preserving data utility. To protect the privacy of the individuals in the dataset, DP requires ad…