Ring Oscillator (RO) physically unclonable functions (PUFs) on field programmable gate arrays (FPGAs) have drawn much attention in recent years. Making each FPGA uniquely identifiable, they allow for protection of intellectual property (IP) or generation of secret encryption keys. Their implementation has been widely discussed, but most experiments have been conducted on Xilinx platforms. In this paper, we report the statistical results from an analysis spanning 20 Cyclone IV FPGAs with 60 nm technology. We parameterize the RO length, placement, ambient temperature, and non-PUF switching activity and discuss the observed effects on PUF quality.
Photographs of mistletoe (Viscum album L.) berries taken by a permanently fixed camera during their development in autumn were subjected to an outline shape analysis by fitting path curves using a mathematical algorithm from projective geometry. During growth and maturation processes the shape of mistletoe berries can be described by a set of such path curves, making it possible to extract changes of shape using one parameter called Lambda. Lambda describes the outline shape of a path curve. Here we present methods and software to capture and measure these changes of form over time. The present paper describes the software used to automatize a number of tasks including contour recognition, optimization of fitting the contour via hill-climbing, derivation of the path curves, computation of Lambda and blinding the pictures for the operator. The validity of the program is demonstrated by results from three independent measurements showing circadian rhythm in mistletoe berries. The program is available as open source and will be applied in a project to analyze the chronobiology of shape in mistletoe berries and the buds of their host trees.
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