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An all-in-one nanoprinting approach for the synthesis of a nanofilm library for unclonable anti-counterfeiting applications
In addition to causing trillion-dollar economic losses every year, counterfeiting threatens human health, social equity and national security. Current materials for anti-counterfeiting labelling typically contain toxic inorganic quantum dots and the techniques to produce unclonable patterns require...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10501905/ https://www.ncbi.nlm.nih.gov/pubmed/37277535 http://dx.doi.org/10.1038/s41565-023-01405-3 |
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author | Zhang, Junfang Liu, Yuxin Njel, Christian Ronneberger, Sebastian Tarakina, Nadezda V. Loeffler, Felix F. |
author_facet | Zhang, Junfang Liu, Yuxin Njel, Christian Ronneberger, Sebastian Tarakina, Nadezda V. Loeffler, Felix F. |
author_sort | Zhang, Junfang |
collection | PubMed |
description | In addition to causing trillion-dollar economic losses every year, counterfeiting threatens human health, social equity and national security. Current materials for anti-counterfeiting labelling typically contain toxic inorganic quantum dots and the techniques to produce unclonable patterns require tedious fabrication or complex readout methods. Here we present a nanoprinting-assisted flash synthesis approach that generates fluorescent nanofilms with physical unclonable function micropatterns in milliseconds. This all-in-one approach yields quenching-resistant carbon dots in solid films, directly from simple monosaccharides. Moreover, we establish a nanofilm library comprising 1,920 experiments, offering conditions for various optical properties and microstructures. We produce 100 individual physical unclonable function patterns exhibiting near-ideal bit uniformity (0.492 ± 0.018), high uniqueness (0.498 ± 0.021) and excellent reliability (>93%). These unclonable patterns can be quickly and independently read out by fluorescence and topography scanning, greatly improving their security. An open-source deep-learning model guarantees precise authentication, even if patterns are challenged with different resolutions or devices. |
format | Online Article Text |
id | pubmed-10501905 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105019052023-09-16 An all-in-one nanoprinting approach for the synthesis of a nanofilm library for unclonable anti-counterfeiting applications Zhang, Junfang Liu, Yuxin Njel, Christian Ronneberger, Sebastian Tarakina, Nadezda V. Loeffler, Felix F. Nat Nanotechnol Article In addition to causing trillion-dollar economic losses every year, counterfeiting threatens human health, social equity and national security. Current materials for anti-counterfeiting labelling typically contain toxic inorganic quantum dots and the techniques to produce unclonable patterns require tedious fabrication or complex readout methods. Here we present a nanoprinting-assisted flash synthesis approach that generates fluorescent nanofilms with physical unclonable function micropatterns in milliseconds. This all-in-one approach yields quenching-resistant carbon dots in solid films, directly from simple monosaccharides. Moreover, we establish a nanofilm library comprising 1,920 experiments, offering conditions for various optical properties and microstructures. We produce 100 individual physical unclonable function patterns exhibiting near-ideal bit uniformity (0.492 ± 0.018), high uniqueness (0.498 ± 0.021) and excellent reliability (>93%). These unclonable patterns can be quickly and independently read out by fluorescence and topography scanning, greatly improving their security. An open-source deep-learning model guarantees precise authentication, even if patterns are challenged with different resolutions or devices. Nature Publishing Group UK 2023-06-05 2023 /pmc/articles/PMC10501905/ /pubmed/37277535 http://dx.doi.org/10.1038/s41565-023-01405-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Zhang, Junfang Liu, Yuxin Njel, Christian Ronneberger, Sebastian Tarakina, Nadezda V. Loeffler, Felix F. An all-in-one nanoprinting approach for the synthesis of a nanofilm library for unclonable anti-counterfeiting applications |
title | An all-in-one nanoprinting approach for the synthesis of a nanofilm library for unclonable anti-counterfeiting applications |
title_full | An all-in-one nanoprinting approach for the synthesis of a nanofilm library for unclonable anti-counterfeiting applications |
title_fullStr | An all-in-one nanoprinting approach for the synthesis of a nanofilm library for unclonable anti-counterfeiting applications |
title_full_unstemmed | An all-in-one nanoprinting approach for the synthesis of a nanofilm library for unclonable anti-counterfeiting applications |
title_short | An all-in-one nanoprinting approach for the synthesis of a nanofilm library for unclonable anti-counterfeiting applications |
title_sort | all-in-one nanoprinting approach for the synthesis of a nanofilm library for unclonable anti-counterfeiting applications |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10501905/ https://www.ncbi.nlm.nih.gov/pubmed/37277535 http://dx.doi.org/10.1038/s41565-023-01405-3 |
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