Workday, Inc.
Differential privacy security for benchmarking

Abstract:

A system for determining a calculation utilizing differential privacy including an interface and a processor. The interface is configured to receive a request to determine a result of a calculation using multitenanted data. The processor is configured to determine result data by performing the calculation on the multitenanted data; determine a deterministic modification in the event that the deterministic modification is needed to ensure privacy; modify the result data using the deterministic modification to determine modified result data; and provide the modified result data.