Abstract

Ads measurements require to privately join advertisement impressions and conversions and aggregate them across billions of users. We have implemented a three party honest majority MPC system based on the secure evaluation of the DY PRF, shuffle, vectorized Boolean operations and distributed ZKPs. We scale tested the system across 3 parties with 50 shards each, processing a total of 2 billion impressions and conversions.