Privacy safe protocol in clean room environment

Abstract

Systems and methods are described relating to performing various operations on third party data, including sensitive information, in a secure computing environment and enforcing privacy controls on the resulting data and metrics thereof prior to outputting that data. In some aspects, an isolated computing/execution environment may obtain execution logic from a client device for generating result data based on input data and input data. The execution logic may be executed in the isolated execution environment using the input data to generate result data and performance metrics data relating to the execution logic. A set of privacy constraints may be enforced on the result data and the performance metrics data prior to causing the result data and the performance metrics data to be accessible by the client device.