formal models

Mind the gap: the challenges of taking differential privacy out of the lab and into the field

Differential privacy is a formal model of privacy protection that has received sustained attention from the research community, whose work has shown that it is possible to reveal accurate information about a population while rigorously protecting the privacy of its constituents. While DP offers a compelling promise, organizations that choose to adopt it as their privacy standard face a number of challenges doing so.