atkinssamuel / eto

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implement encrypted LR forward pass #4

Open atkinssamuel opened 3 years ago

atkinssamuel commented 3 years ago

to accomplish this, the following need to be done:

  1. wrapper for SEAL forward pass functions using PyBind11
  2. weight saving from Python function
  3. weight loading into SEAL wrapper
  4. forward pass structure
atkinssamuel commented 2 years ago

Can use a linear regression model to accomplish this. The linear regression with least-squares loss can be done in the encrypted domain. No need for a squared activation function if the problem is this simple.