REFICS: A Step Towards Linking Vision with Hardware Assurance
Abstract
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.
Cite
Text
Wilson et al. "REFICS: A Step Towards Linking Vision with Hardware Assurance." Winter Conference on Applications of Computer Vision, 2022.Markdown
[Wilson et al. "REFICS: A Step Towards Linking Vision with Hardware Assurance." Winter Conference on Applications of Computer Vision, 2022.](https://mlanthology.org/wacv/2022/wilson2022wacv-refics/)BibTeX
@inproceedings{wilson2022wacv-refics,
title = {{REFICS: A Step Towards Linking Vision with Hardware Assurance}},
author = {Wilson, Ronald and Lu, Hangwei and Zhu, Mengdi and Forte, Domenic and Woodard, Damon L.},
booktitle = {Winter Conference on Applications of Computer Vision},
year = {2022},
pages = {4031-4040},
url = {https://mlanthology.org/wacv/2022/wilson2022wacv-refics/}
}