Identifying genetic relatives without compromising privacy

Aspects of the invention include determining relatedness between genomes without compromising privacy. In one aspect, secure genome sketches of genomes can be made publicly available without compromising privacy. These are compared to privately held (unsecured) genome sketches to determine relatedness.