and companies worldwide are rapidly developing technologies to combat the COVID-19
pandemic and safely reopen society. Essential analytics tools such as contact tracing, super-
spreader event detection, and exposure mapping require collecting and analyzing sensitive
user information. The increasing use of such powerful data-driven applications necessitates
a secure, privacy-preserving infrastructure for computation on personal data. In this paper …