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Governments around the world are trying to build large data registries foreffective delivery of a variety of public services. However, these efforts areoften undermined due to serious concerns over privacy risks associated withcollection and processing of personally identifiable information. While a richset of special-purpose privacy-preserving techniques exist in computer science,they are unable to provide end-to-end protection in alignment with legalprinciples in the absence of an overarching operational architecture to ensurepurpose limitation and protection against insider attacks. This either leads toweak privacy protection in large designs, or adoption of overly defensivestrategies to protect privacy by compromising on utility.  In this paper, we present an operational architecture for privacy-by-designbased on independent regulatory oversight stipulated by most data protectionregimes, regulated access control, purpose limitation and data minimisation. Webriefly discuss the feasibility of implementing our architecture based onexisting techniques. We also present some sample case studies ofprivacy-preserving design sketches of challenging public service applications.

An operational architecture for privacy-by-design in public service applications