How probability models protect privacy

In the era of Big Data, protecting individual privacy has become incredibly challenging. An intuitive approach to anonymizing data relies on making data more coarse to hide an individual’s contribution. One way to coarsen data is to replace names with a generic ID or replacing birth dates with an age range (e.g., 30–39 years old) […]