"Differential privacy" is a powerful, sophisticated, often misunderstood concept and approach to preserving privacy that, unlike most privacy-preserving tech, doesn't rely on encryption. It's fraught with complications and subtlety, but it shows great promise as a way to collect and use data while preserving privacy.
This is a good overview, and see parts two and three for a deeper dive into implementations.