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Inkjet-printed unclonable quantum dot fluorescent anti-counterfeiting labels with artificial intelligence authentication
An ideal anti-counterfeiting technique has to be inexpensive, mass-producible, nondestructive, unclonable and convenient for authentication. Although many anti-counterfeiting technologies have been developed, very few of them fulfill all the above requirements. Here we report a non-destructive, inkj...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6547729/ https://www.ncbi.nlm.nih.gov/pubmed/31160579 http://dx.doi.org/10.1038/s41467-019-10406-7 |
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author | Liu, Yang Han, Fei Li, Fushan Zhao, Yan Chen, Maosheng Xu, Zhongwei Zheng, Xin Hu, Hailong Yao, Jianmin Guo, Tailiang Lin, Wanzhen Zheng, Yuanhui You, Baogui Liu, Pai Li, Yang Qian, Lei |
author_facet | Liu, Yang Han, Fei Li, Fushan Zhao, Yan Chen, Maosheng Xu, Zhongwei Zheng, Xin Hu, Hailong Yao, Jianmin Guo, Tailiang Lin, Wanzhen Zheng, Yuanhui You, Baogui Liu, Pai Li, Yang Qian, Lei |
author_sort | Liu, Yang |
collection | PubMed |
description | An ideal anti-counterfeiting technique has to be inexpensive, mass-producible, nondestructive, unclonable and convenient for authentication. Although many anti-counterfeiting technologies have been developed, very few of them fulfill all the above requirements. Here we report a non-destructive, inkjet-printable, artificial intelligence (AI)-decodable and unclonable security label. The stochastic pinning points at the three-phase contact line of the ink droplets is crucial for the successful inkjet printing of the unclonable security labels. Upon the solvent evaporation, the three-phase contact lines are pinned around the pinning points, where the quantum dots in the ink droplets deposited on, forming physically unclonable flower-like patterns. By utilizing the RGB emission quantum dots, full-color fluorescence security labels can be produced. A convenient and reliable AI-based authentication strategy is developed, allowing for the fast authentication of the covert, unclonable flower-like dot patterns with different sharpness, brightness, rotations, amplifications and the mixture of these parameters. |
format | Online Article Text |
id | pubmed-6547729 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-65477292019-06-18 Inkjet-printed unclonable quantum dot fluorescent anti-counterfeiting labels with artificial intelligence authentication Liu, Yang Han, Fei Li, Fushan Zhao, Yan Chen, Maosheng Xu, Zhongwei Zheng, Xin Hu, Hailong Yao, Jianmin Guo, Tailiang Lin, Wanzhen Zheng, Yuanhui You, Baogui Liu, Pai Li, Yang Qian, Lei Nat Commun Article An ideal anti-counterfeiting technique has to be inexpensive, mass-producible, nondestructive, unclonable and convenient for authentication. Although many anti-counterfeiting technologies have been developed, very few of them fulfill all the above requirements. Here we report a non-destructive, inkjet-printable, artificial intelligence (AI)-decodable and unclonable security label. The stochastic pinning points at the three-phase contact line of the ink droplets is crucial for the successful inkjet printing of the unclonable security labels. Upon the solvent evaporation, the three-phase contact lines are pinned around the pinning points, where the quantum dots in the ink droplets deposited on, forming physically unclonable flower-like patterns. By utilizing the RGB emission quantum dots, full-color fluorescence security labels can be produced. A convenient and reliable AI-based authentication strategy is developed, allowing for the fast authentication of the covert, unclonable flower-like dot patterns with different sharpness, brightness, rotations, amplifications and the mixture of these parameters. Nature Publishing Group UK 2019-06-03 /pmc/articles/PMC6547729/ /pubmed/31160579 http://dx.doi.org/10.1038/s41467-019-10406-7 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Liu, Yang Han, Fei Li, Fushan Zhao, Yan Chen, Maosheng Xu, Zhongwei Zheng, Xin Hu, Hailong Yao, Jianmin Guo, Tailiang Lin, Wanzhen Zheng, Yuanhui You, Baogui Liu, Pai Li, Yang Qian, Lei Inkjet-printed unclonable quantum dot fluorescent anti-counterfeiting labels with artificial intelligence authentication |
title | Inkjet-printed unclonable quantum dot fluorescent anti-counterfeiting labels with artificial intelligence authentication |
title_full | Inkjet-printed unclonable quantum dot fluorescent anti-counterfeiting labels with artificial intelligence authentication |
title_fullStr | Inkjet-printed unclonable quantum dot fluorescent anti-counterfeiting labels with artificial intelligence authentication |
title_full_unstemmed | Inkjet-printed unclonable quantum dot fluorescent anti-counterfeiting labels with artificial intelligence authentication |
title_short | Inkjet-printed unclonable quantum dot fluorescent anti-counterfeiting labels with artificial intelligence authentication |
title_sort | inkjet-printed unclonable quantum dot fluorescent anti-counterfeiting labels with artificial intelligence authentication |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6547729/ https://www.ncbi.nlm.nih.gov/pubmed/31160579 http://dx.doi.org/10.1038/s41467-019-10406-7 |
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