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[Feature] Add serveral differential privacy algorithms

Open DavdGao opened this issue 3 years ago • 0 comments

Main modifications:

  • Add functional mechanism for differential privacy, including:
    • a trainer named fmtrainer
    • two models for linear regression and logistic regression in funcational mechanism
  • Support gaussian and laplace DP mechanism by adding new optimizers
  • Add unittest and scripts for DP mechanism

DavdGao avatar Sep 08 '22 07:09 DavdGao