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Create a differentially private victim model

Open suhacker1 opened this issue 5 years ago • 3 comments

Is your feature request related to a problem? Please describe. This would increase the variety of victim models for quick prototyping. Presently, PrivacyRaven only provides a three layer classifier trained on the MNIST dataset as a victim model.

Describe the solution you'd like. A lightweight model written using Opacus is preferable.

Describe alternatives you've considered. The model can also be built with TensorFlow Privacy or PySyft.

Detail any additional context. This victim model could also be used inside of examples, reinforcing and/or extending the results from this paper among others. Multiple people can work on this issue.

suhacker1 avatar Sep 09 '20 04:09 suhacker1

im interested

schan523 avatar Sep 11 '20 16:09 schan523

I'd like to work on it

KK-Gayatri-P avatar Nov 02 '20 17:11 KK-Gayatri-P

Assigned!

suhacker1 avatar Nov 02 '20 17:11 suhacker1