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This work aims to show the applicability, and how, of privacy by designapproach to biometric systems and the benefit of using formal methods to thisend. Starting from a general framework that has been introduced at STM in 2014,that enables to define privacy architectures and to formally reason about theirproperties, we explain how it can be adapted to biometrics. The choice ofparticular techniques and the role of the components (central server, securemodule, biometric terminal, smart card, etc.) in the architecture have a strongimpact on the privacy guarantees provided by a biometric system. In theliterature, some architectures have already been analysed in some way. However,the existing proposals were made on a case by case basis, which makes itdifficult to compare them and to provide a rationale for the choice of specificoptions. In this paper, we describe, on different architectures with variouslevels of protection, how a general framework for the definition of privacyarchitectures can be used to specify the design options of a biometric systemsand to reason about them in a formal way.

Biometric Systems Private by Design: Reasoning about privacy properties of biometric system architectures