Pichai: "Yes, we use data to make products more helpful for everyone. But we also protect your information."

https://www.nytimes.com/2019/05/07/opinion/google-sundar-pic...

I believe you ought to check out Federated Machine Learning techniques.[1]

[1]: https://ai.googleblog.com/2017/04/federated-learning-collabo...