are you asking about methods to improve privacy of aggregated datasets? They seem to be not super popular with people in the field, I think because they sharply curtail how data can be used compared to having access to datasets with no strong privacy guarantees. I think the maybe more impactful recent shift is toward "trusted research environments" where you get to work with a particular dataset only in a controlled setting with actively monitored egress.