REFICS: A Step Towards Linking Vision with Hardware Assurance
REFICS: A Step Towards Linking Vision with Hardware Assurance
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DOI：
10.1109/wacv51458.2022.00352
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发表时间：
2022-01
期刊：
影响因子：
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通讯作者：
Ronald Wilson;Hangwei Lu;Mengdi Zhu;Domenic Forte;D. Woodard
中科院分区：
文献类型：
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作者：
Ronald Wilson;Hangwei Lu;Mengdi Zhu;Domenic Forte;D. Woodard
硬件保证是确保硬件设备的完整性、安全性和功能性的关键过程。它对图像的严重依赖，尤其是扫描电子显微镜图像，使其成为视觉界的绝佳候选者。本文的目标是通过介绍计算机视觉背景下集成电路硬件保证的现有挑战，为社区间协作提供一条途径，并支持使用包含 800,000 张图像的大规模数据集进行进一步开发。还包括数据集硬件保证中现有视觉方法的详细基准，以便对问题进行定量洞察。
Hardware assurance is a key process in ensuring the integrity, security and functionality of a hardware device. Its heavy reliance on images, especially on Scanning Electron Microscopy images, makes it an excellent candidate for the vision community. The goal of this paper is to provide a pathway for inter-community collaboration by introducing the existing challenges for hardware assurance on integrated circuits in the context of computer vision and support further development using a large-scale dataset with 800,000 images. A detailed benchmark of existing vision approaches in hardware assurance on the dataset is also included for quantitative insights into the problem.