In the world of digital advertising and media planning, understanding audience overlap, or the percentage of users in an advertiser's dataset who are also present in another dataset (such as a media partner's dataset), is crucial. While current methods for sharing data in order to run audience overlap analyses can carry the risk of sensitive…