论文标题

用量子钻石显微镜的集成电路活性的磁场指纹识别

Magnetic Field Fingerprinting of Integrated Circuit Activity with a Quantum Diamond Microscope

论文作者

Turner, Matthew J., Langellier, Nicholas, Bainbridge, Rachel, Walters, Dan, Meesala, Srujan, Babinec, Thomas M., Kehayias, Pauli, Yacoby, Amir, Hu, Evelyn, Lončar, Marko, Walsworth, Ronald L., Levine, Edlyn V.

论文摘要

主动集成电路(ICS)中的当前密度分布导致包含有关IC的结构和功能信息的磁场模式。磁场通过半导体行业使用的标准材料,为安全性和故障分析应用程序提供了一种强大的指纹IC活动手段。在这里,我们使用量子钻石显微镜(QDM)展示了高空间分辨率,广泛的视野,静态(DC)磁场散发的矢量磁场成像。 QDM采用密集的荧光氮脱胶(NV)量子缺陷,附近的透明钻石底物表面附近,放置在IC上的透明钻石底物,以形象磁场。我们表明,QDM成像可以同时实现$ \ sim10 $ $ $ m $ m m在3.7毫米$ $ \ times $ 3.7毫米视野钻石领域的所有三个矢量磁场组件中分辨率。我们研究了由空间依赖的电流流动在完整和脱圈的可编程栅极阵列(FPGA)中引起的活性;并发现QDM图像可以使用机器学习分类方法确定具有高保真性的预编程的IC活动状态。

Current density distributions in active integrated circuits (ICs) result in patterns of magnetic fields that contain structural and functional information about the IC. Magnetic fields pass through standard materials used by the semiconductor industry and provide a powerful means to fingerprint IC activity for security and failure analysis applications. Here, we demonstrate high spatial resolution, wide field-of-view, vector magnetic field imaging of static (DC) magnetic field emanations from an IC in different active states using a Quantum Diamond Microscope (QDM). The QDM employs a dense layer of fluorescent nitrogen-vacancy (NV) quantum defects near the surface of a transparent diamond substrate placed on the IC to image magnetic fields. We show that QDM imaging achieves simultaneous $\sim10$ $μ$m resolution of all three vector magnetic field components over the 3.7 mm $\times$ 3.7 mm field-of-view of the diamond. We study activity arising from spatially-dependent current flow in both intact and decapsulated field-programmable gate arrays (FPGAs); and find that QDM images can determine pre-programmed IC active states with high fidelity using machine-learning classification methods.

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