DPIS: An Enhanced Mechanism for Differentially Private SGD with Importance Sampling.

Jianxin Wei Ergute Bao Xiaokui Xiao Yin Yang

Published in: CCS (2022)

Keyphrases

importance sampling
differentially private
monte carlo
differential privacy
kalman filter
markov chain
particle filter
privacy guarantees
particle filtering
approximate inference
markov chain monte carlo
privacy preserving
video sequences
image reconstruction