Privacy Classification

Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics

Authors: Bingzhe Wu, Chaochao Chen, Shiwan Zhao, Cen Chen, Yuan Yao, Guangyu Sun, Li Wang, Xiaolu Zhang, Jun Zhou | Published: 2019-10-05
Privacy Protection Mechanism
Privacy Classification
Information Leakage Analysis

Differentially Private Regression and Classification with Sparse Gaussian Processes

Authors: Michael Thomas Smith, Mauricio A. Alvarez, Neil D. Lawrence | Published: 2019-09-19
Privacy Protection Mechanism
Privacy Classification
Machine Learning Technology