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通过可逆光开关系统利用人工智能认证实现光重写、时间分辨加密和不可克隆防伪

Photorewriting, Time-Resolved Encryption, and Unclonable Anticounterfeiting with Artificial Intelligence Authentication via a Reversible Photoswitchable System.

作者信息

Guo Jiandong, Gao Yu, Pan Mengyao, Li Xiaobai, Kong Fanwei, Wu Mingyang, Zhang Lijia, Cheng Zhiyong, Zhao Ruiyan, Ma Hongwei

机构信息

Key Laboratory of Forest Plant Ecology, Ministry of Education, Engineering Research Center of Forest Bio-Preparation, College of Chemistry, Chemical Engineering and Resource Utilization, Northeast Forestry University, Harbin, Heilongjiang 150040, People's Republic of China.

University of Electronic Science and Technology of China, Chengdu, Sichuan 611731, People's Republic of China.

出版信息

ACS Appl Mater Interfaces. 2024 Apr 29. doi: 10.1021/acsami.4c02677.

Abstract

In the fields of photolithographic patterning, optical anticounterfeiting, and information encryption, reversible photochromic materials with solid-state fluorescence are emerging as a potential class of systems. A design strategy for reversible photochromic materials has been proposed and synthesized through the introduction of photoactive thiophene groups into the molecular backbone of aryl vinyls, compounds with unique aggregation-induced emission properties, and solid-state reversible photocontrollable fluorescence and color-changing properties. This work develops novel photochromic inks, films, and cellulose hydrogels for enhancing the security of information encryption and anticounterfeiting technologies. They achieve rapid and reversible color change under ultraviolet light irradiation. Dependent upon the rate of color change, higher levels of time-resolved security can be achieved. This feature is important for enhancing the confidentiality of encrypted information and the reliability of security labels. Color-changing cellulose hydrogels, inks, and films consisting of three photochromic fluorescent molecules have quick photoactivity, great photoreversibility and photostability, and good processability, making them ideal for time-delayed anticounterfeiting and smart encryption. Furthermore, specialized algorithms are used to construct convolutional neural networks, and image analysis is performed on these systems, thus solving the current problem of the time-consuming information decryption process. This artificial intelligence method offers new opportunities for enhanced data encryption.

摘要

在光刻图案化、光学防伪和信息加密领域,具有固态荧光的可逆光致变色材料正成为一类潜在的系统。通过将光活性噻吩基团引入芳基乙烯基的分子主链中,提出并合成了一种可逆光致变色材料的设计策略,这类化合物具有独特的聚集诱导发光特性、固态可逆光控荧光和变色特性。这项工作开发了新型光致变色油墨、薄膜和纤维素水凝胶,以增强信息加密和防伪技术的安全性。它们在紫外光照射下实现快速且可逆的颜色变化。根据颜色变化速率,可以实现更高水平的时间分辨安全性。这一特性对于增强加密信息的保密性和安全标签的可靠性很重要。由三种光致变色荧光分子组成的变色纤维素水凝胶、油墨和薄膜具有快速的光活性、良好的光可逆性和光稳定性以及良好的加工性能,使其成为用于延时防伪和智能加密的理想材料。此外,使用专门的算法构建卷积神经网络,并对这些系统进行图像分析,从而解决了当前信息解密过程耗时的问题。这种人工智能方法为增强数据加密提供了新的机会。

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