So, we can use multiparty computation to train a model on both of our private data. So, I can contribute some of my data, and you can contribute some of yours. I don’t get to see your data, but we end up with a model that’s trained on both of those data. This is really cool, and it’s interactive. The next step is to use fully homomorphic encryption. There are non-interactive ways of training and inferring them.

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