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In-depth Analysis and Enhancements of RO-PUFs with a Partial Reconfiguration Framework on Xilinx Zynq-7000 SoC FPGAs

机译:在Xilinx Zynq-7000 SoC FPGA上使用部分重配置框架对RO-PUF进行深入分析和增强

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Physical unclonable functions (PUFs) are excellent candidates to generate secret information on-chip without the need for secure storage. Ring-oscillator (RO) based PUFs have been receiving great attention over the years due to their easy design and superior statistical characteristics on field programmable gate arrays (FPGAs). Although previous work has improved their statistical measures and provided deeper insights, there are still gaps to be filled. Therefore, this work presents an in-depth analysis of RO-PUFs on Xilinx Zynq-7000 FPGAs with a framework based on partial reconfiguration. This approach allows for full-chip characterization of 100% of the targeted area. Based on the measured data and beforehand estimated routing delay, we will show how to identify and avoid potential bias in the final PUF placement. By utilizing DSP48 slices, an enhanced counter was designed for high-frequency measurements. A second feedback path was added to the ring-oscillators in order to avoid glitches at the counters input. In combination with a reference normalization, the frequency standard deviation could be reduced to 0.0229% at a much shorter evaluation time of 10μs compared to the state-of-the-art, while maintaining the maximum inter-hamming distance. An investigation on the influence of spatial distribution on different RO pairings was performed. The chip variations were found to have a much larger effect on the statistical measures than the difference between logic elements. The measurement data and the framework will be made accessible to interested researchers to provide them with a data basis for further research.
机译:物理不可克隆功能(PUF)是不需要安全存储即可在芯片上生成秘密信息的绝佳候选者。多年来,基于环形振荡器(RO)的PUF由于其简单的设计和现场可编程门阵列(FPGA)的出色统计特性而受到了广泛的关注。尽管以前的工作改进了他们的统计指​​标并提供了更深刻的见解,但仍然存在空白。因此,这项工作通过基于部分重新配置的框架,对Xilinx Zynq-7000 FPGA上的RO-PUF进行了深入的分析。这种方法允许对目标区域进行100%的全芯片表征。基于测量的数据和预先估计的路由延迟,我们将展示如何识别和避免在最终PUF放置中出现潜在的偏差。通过利用DSP48 Slice,增强型计数器被设计用于高频测量。为了避免计数器输入出现毛刺,在环形振荡器上增加了第二条反馈路径。与参考归一化相结合,在保持最大汉明距离的同时,与现有技术相比,在10μs的评估时间内,频率标准偏差可以降低至0.0229%。研究了空间分布对不同RO配对的影响。发现芯片差异对统计量度的影响要大于逻辑元素之间的差异。感兴趣的研究人员将可以访问测量数据和框架,从而为他们提供进一步研究的数据基础。

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