A computing system includes: a control circuit configured to: determine a privacy baseline for controlling communication for a user, determine an application-specific privacy setting for controlling communication for a first executable program associated with the user, generate a user-specific privacy profile based on the privacy baseline and the application-specific privacy setting, the user-specific privacy profile for controlling an application set including a second executable program; and a storage circuit, coupled to the control circuit, configured to store the user-specific privacy profile.