Statistical Analysis of Silicon PUF responses for Device Identification

Silicon PUFs have been developed as a method for identification of integrated circuits based on the unique behavior of delay circuits that is caused by process variations during fabrication. In this work we introduce a statistical model that gives a deeper insight into the nature of the responses of Silicon PUFs. Additionally we propose two important post-processing steps that are necessary to extract secure identifiers from the PUF responses.