Distributed Private Computation

Distributed private computation is presented as the missing capability beyond distributed records. Multiple users can transform their data into private forms so the network computes over those representations without exposing raw inputs. Ordinary computation over private data usually requires some party or machine to see the data in usable form. Private computation can support aggregate calculations and cross-organization analysis where underlying inputs are sensitive.