Jupyter Notebook Tutorial – Privacy-Preserving Deep Learning in PyTorch(github.com)

218 pointsby williamtrask8 anni fa5 comments

Jupyter Notebook Tutorial – Privacy-Preserving Deep Learning in PyTorch

https://github.com/OpenMined/PySyft/tree/master/examples/tutorials

4 comments

Based on PySyft: https://github.com/OpenMined/PySyft

Paper: https://arxiv.org/abs/1811.04017.pdf

It's fantastic to see great research combined with great tutorials – bravo. You all have bitten off an incredibly hard problem with pragmatism and tenacity. Keep up the great work.

williamtrask8 anni fa

Thank you!

Sol-8 anni fa

My first thought was that this complements differentially private systems nicely, but seems like it was your intention to use it as a building block for things like that anyway. Very cool work! I think it's really important to have such secure primitives that are easy to build upon, maybe secure multiparty computation and such will finally become more widespread.

williamtrask8 anni fa

Thank you so much!

themiratrix8 anni fa