TY - CHAP U1 - Konferenzveröffentlichung A1 - Ahmad, Zahoor A1 - Zimmermann, Lukas A1 - Müller, Kai-Uwe A1 - Sikora, Axel T1 - Modeling of Random Variations in a Switched Capacitor Circuit based Physically Unclonable Function T2 - ICIT 2020: 2020 The 8th International Conference on Information Technology: IoT and Smart City N2 - The Internet of Things (IoT) is expanding to a wide range of fields such as home automation, agriculture, environmental monitoring, industrial applications, and many more. Securing tens of billions of interconnected devices in the near future will be one of the biggest challenges. IoT devices are often constrained in terms of computational performance, area, and power, which demand lightweight security solutions. In this context, hardware-intrinsic security, particularly physically unclonable functions (PUFs), can provide lightweight identification and authentication for such devices. In this paper, random capacitor variations in a switched capacitor PUF circuit are used as a source of entropy to generate unique security keys. Furthermore, a mathematical model based on the ordinary least square method is developed to describe the relationship between random variations in capacitors and the resulting output voltages. The model is used to filter out systematic variations in circuit components to improve the quality of the extracted secrets. Y1 - 2020 SN - 978-1-4503-8855-9 SB - 978-1-4503-8855-9 U6 - https://doi.org/10.1145/3446999.3447642 DO - https://doi.org/10.1145/3446999.3447642 SP - 257 EP - 261 PB - ACM Press CY - New York ER -