Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
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
_version_ 1783423742894931968
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
work_keys_str_mv AT liuyang inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication
AT hanfei inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication
AT lifushan inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication
AT zhaoyan inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication
AT chenmaosheng inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication
AT xuzhongwei inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication
AT zhengxin inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication
AT huhailong inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication
AT yaojianmin inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication
AT guotailiang inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication
AT linwanzhen inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication
AT zhengyuanhui inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication
AT youbaogui inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication
AT liupai inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication
AT liyang inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication
AT qianlei inkjetprintedunclonablequantumdotfluorescentanticounterfeitinglabelswithartificialintelligenceauthentication