Inkjet Printed Physically-Unclonable Structural-Color Anticounterfeiting Labels with Convenient Artificial Intelligence Authentication

doi:10.1002/admi.202101281

CORC > 自动化研究所 > 中国科学院自动化研究所 > 模式识别国家重点实验室 > 图像与视频分析团队

	Inkjet Printed Physically-Unclonable Structural-Color Anticounterfeiting Labels with Convenient Artificial Intelligence Authentication
	Li, Yuhuan 1; Liu, Zhiwei 2; Zhu, Kuan 2; Ai, Liqing 3; Jia, Pan 1; Wu, Na 1; Yu, Haitao 1; Wang, Jinqiao 2; Yao, Xi 3; Zhou, Jinming 1
刊名	ADVANCED MATERIALS INTERFACES
	2021-10-10
页码	7
关键词	anticounterfeiting artificial intelligence inkjet printing physically-unclonable functions structural colors
ISSN号	2196-7350
DOI	10.1002/admi.202101281
通讯作者	Zhou, Jinming(zhoujm@iccas.ac.cn) ; Song, Yanlin(ylsong@iccas.ac.cn)
英文摘要	Inkjet printing is a deterministic process with distinguished advantages of low cost, mass production, and unlimited pattern design capability, but it usually excludes randomness and the corresponding physically unclonable functions (PUFs). Herein, inkjet printing is utilized to fabricate physically unclonable structural-color anticounterfeiting labels with reliable random photonic structure and convenient artificial intelligence (AI) authentication. The abundant microscale print-drops with random arrangements, consisting of the cross-linked short-range ordered arrays of monodisperse poly(styrene-methylmethacrylate-acrylic acid) (P(St-MMA-AA)) nanospheres, enabled full-color hues, and the reliable encoded PUFs, simultaneously. The encoded PUF information with extremely high encoding capacity can be learned and validated with AI, realizing the fast and accurate decoding of the PUFs and thus the unclonable anticounterfeiting applications. Importantly, the coupling of the structural-color anticounterfeiting labels with perfluorodecyltrimethoxysilane of low surface energy leads to high water resistance, which further improves the structural stability of the labels against water penetration. Based on the package-compatible inkjet printing approach and the reliable AI authentication, the physically unclonable structural-color anticounterfeiting labels with high structural stability and reliable AI validation bridges the gap between convenience (in both fabrication and validation) and ultimate security, opening enormous opportunities for their security applications in medicine, documents, currency, or other high-value products.
资助项目	National Natural Science Foundation of China[21975063] ; top 100 innovative talents program in higher institutions of Hebei Province[SLRC2019034] ; Distinguished Young Scholar Program of Hebei Normal University[L2018J02] ; Hebei 333 Talent Project[A202001007]
WOS关键词	COLLOIDAL PHOTONIC CRYSTALS ; FILMS
WOS研究方向	Chemistry ; Materials Science
语种	英语
出版者	WILEY
WOS记录号	WOS:000705163700001
资助机构	National Natural Science Foundation of China ; top 100 innovative talents program in higher institutions of Hebei Province ; Distinguished Young Scholar Program of Hebei Normal University ; Hebei 333 Talent Project
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/46170]
专题	自动化研究所_模式识别国家重点实验室_图像与视频分析团队
通讯作者	Zhou, Jinming; Song, Yanlin
作者单位	1.Hebei Normal Univ, Coll Chem & Mat Sci, Key Lab Inorgan Nanomat Hebei Prov, Shijiazhuang 050024, Hebei, Peoples R China 2.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China 3.City Univ Hong Kong, Dept Biomed Sci, Kowloon, Hong Kong 999077, Peoples R China 4.Chinese Acad Sci, Inst Chem, Key Lab Green Printing, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Li, Yuhuan,Liu, Zhiwei,Zhu, Kuan,et al. Inkjet Printed Physically-Unclonable Structural-Color Anticounterfeiting Labels with Convenient Artificial Intelligence Authentication[J]. ADVANCED MATERIALS INTERFACES,2021:7.
APA	Li, Yuhuan.,Liu, Zhiwei.,Zhu, Kuan.,Ai, Liqing.,Jia, Pan.,...&Song, Yanlin.(2021).Inkjet Printed Physically-Unclonable Structural-Color Anticounterfeiting Labels with Convenient Artificial Intelligence Authentication.ADVANCED MATERIALS INTERFACES,7.
MLA	Li, Yuhuan,et al."Inkjet Printed Physically-Unclonable Structural-Color Anticounterfeiting Labels with Convenient Artificial Intelligence Authentication".ADVANCED MATERIALS INTERFACES (2021):7.