Abstract: For privacy-preserving attribution, the exposure and/or attribution to physical media (e.g., a surface or object) is determined on-board the mobile device. The exposure and/or attribution may be communicated remotely from the mobile device without passing specific locations and/or identifiers of the operator. The attribution information may be used by others without having access to private information, which never leaves the mobile device.