Labyrinthine Microstructures With a High Dipole Moment Boron Complex for Molecular Physically Unclonable Functions
| dc.contributor.author | Yıldız, T.A. | |
| dc.contributor.author | Kiremitler, N.B. | |
| dc.contributor.author | Kayacı, N. | |
| dc.contributor.author | Kalay, M. | |
| dc.contributor.author | Özcan, E. | |
| dc.contributor.author | Deneme, I. | |
| dc.contributor.author | Usta, H. | |
| dc.date.accessioned | 2025-11-20T16:15:53Z | |
| dc.date.available | 2025-11-20T16:15:53Z | |
| dc.date.issued | 2025 | |
| dc.description.abstract | The design and development of novel molecular-physically unclonable functions (PUFs) with advanced encoding characteristics and ease of fabrication have recently attracted attention in cryptography, secure authentication, and anticounterfeiting. Here, we report the development of a new high dipole-moment small molecule, InIm-BF<inf>2</inf>, a difluoroborate complex of an indolyl-imine ligand, and the fabrication of unique labyrinthine patterns through a facile two-step thin film process under ambient conditions. The new molecule has a dipolar, coplanar π-backbone and arranges in the solid state with antisymmetric cofacial π-stackings (3.86 Å). These properties, along with short C–H···π contacts (2.74–2.88 Å) and nonclassical C–H···F hydrogen bonds (2.47–2.51 Å) (23.4% and 11.5% of the Hirshfeld surfaces, respectively), drive the formation of amorphous molecular PUF patterns with disordered, short-range interactions. Spin-coating followed by thermal annealing at a moderate temperature produces nanoscopic molecular thin films with intricate labyrinthine patterns. These patterns, characterized by interconnected, irregularly shaped, micron-sized (≈50–100 μm) features, exhibit excellent PUF characteristics, verified through advanced image analysis and computational algorithms. Unlike randomly positioned isolated features in classical binarized keys, the interconnected labyrinthine patterns possess rich entropy and complex features, directly authenticated via deep-learning methodologies. Our work not only demonstrates a facile, promising approach to fabricating unique high-entropy PUF patterns but also provides critical insights into designing advanced molecular materials for next-generation security applications. © 2025 The Authors. Published by American Chemical Society | en_US |
| dc.description.sponsorship | T?rkiye Bilimsel ve Teknolojik Arastirma Kurumu [122F215]; T?rkiye Bilimler Akademisi [NA] | |
| dc.description.sponsorship | H.U., M.S.O., and N.B.K. acknowledge the financial support from The Scientific and Technological Research Council of Turkiye (TUBITAK 1001, grant number 122F215). B.C. acknowledges the partial support from the Turkish Academy of Sciences, Outstanding Young Scientists Awards (TUBA-GEBIP 2023). | |
| dc.description.sponsorship | Türkiye Bilimsel ve Teknolojik Araştırma Kurumu, TUBITAK, (TUBİTAK 1001, 122F215); Türkiye Bilimler Akademisi, (TÜBA-GEBİP 2023) | |
| dc.identifier.doi | 10.1021/acsami.5c13228 | |
| dc.identifier.issn | 1944-8244 | |
| dc.identifier.issn | 1944-8252 | |
| dc.identifier.scopus | 2-s2.0-105021657378 | |
| dc.identifier.uri | https://doi.org/10.1021/acsami.5c13228 | |
| dc.language.iso | en | en_US |
| dc.publisher | American Chemical Society | en_US |
| dc.relation.ispartof | ACS Applied Materials & Interfaces | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.subject | Anticounterfeiting | en_US |
| dc.subject | Dipolar Boron Complex | en_US |
| dc.subject | High Dipole Moment | en_US |
| dc.subject | Labyrinthine Microstructure | en_US |
| dc.subject | Physically Unclonable Functions | en_US |
| dc.title | Labyrinthine Microstructures With a High Dipole Moment Boron Complex for Molecular Physically Unclonable Functions | |
| dc.type | Article | en_US |
| dspace.entity.type | Publication | |
| gdc.author.id | Özcan, Emrah/0000-0001-6325-5674 | |
| gdc.author.id | COŞKUN, Zehra/0009-0003-1112-0737 | |
| gdc.author.id | Kiremitler, N Burak/0000-0001-6065-4899 | |
| gdc.author.id | Onses, Mustafa Serdar/0000-0001-6898-7700 | |
| gdc.author.id | KAYACI, Nilgün/0000-0002-7988-8668 | |
| gdc.author.institutional | Deneme, İbrahim | |
| gdc.author.institutional | Usta, Hakan | |
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| gdc.author.wosid | Kiremitler, N Burak/AAO-9316-2021 | |
| gdc.author.wosid | COSUT, Bunyemin/X-7554-2019 | |
| gdc.author.wosid | Yildiz, Tevhide/OPO-0829-2025 | |
| gdc.author.wosid | KALAY, MUSTAFA/AEV-5119-2022 | |
| gdc.author.wosid | Usta, Hakan/L-6636-2013 | |
| gdc.author.wosid | KAYACI, Nilgün/O-7236-2019 | |
| gdc.author.wosid | Onses, Mustafa Serdar/AAG-5584-2019 | |
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| gdc.description.department | Abdullah Gül Üniversitesi | en_US |
| gdc.description.departmenttemp | [Yıldız] Tevhide Ayça, Department of Materials Science and Nanotechnology Engineering, Abdullah Gül Üniversitesi, Kayseri, Kayseri, Turkey; [Kiremitler] N. Burak, ERNAM-Nanotechnology Research and Application Center, Erciyes Üniversitesi, Kayseri, Kayseri, Turkey, Department of Materials Science and Engineering, Erciyes Üniversitesi, Kayseri, Kayseri, Turkey; [Kayacı] Nilgün, Department of Materials Science and Nanotechnology Engineering, Abdullah Gül Üniversitesi, Kayseri, Kayseri, Turkey; [Kalay] Mustafa Utku, ERNAM-Nanotechnology Research and Application Center, Erciyes Üniversitesi, Kayseri, Kayseri, Turkey, Department of Electricity and Energy, Kayseri University, Kayseri, Kayseri, Turkey; [Özcan] Emrah, Department of Chemistry, Gebze Teknik Üniversitesi, Gebze, Kocaeli, Turkey, Department of Physics, Jihočeská Univerzita v Českých Budějovicích, Ceske Budejovice, Czech Republic; [Deneme] İbrahim, Department of Materials Science and Nanotechnology Engineering, Abdullah Gül Üniversitesi, Kayseri, Kayseri, Turkey; [Coşkun] Zehra, Department of Chemistry, Gebze Teknik Üniversitesi, Gebze, Kocaeli, Turkey; [Onses] Mustafa Serdar, ERNAM-Nanotechnology Research and Application Center, Erciyes Üniversitesi, Kayseri, Kayseri, Turkey, Department of Materials Science and Engineering, Erciyes Üniversitesi, Kayseri, Kayseri, Turkey; [Çoşut] Bünyemin, Department of Chemistry, Gebze Teknik Üniversitesi, Gebze, Kocaeli, Turkey; [Usta] Hakan, Department of Materials Science and Nanotechnology Engineering, Abdullah Gül Üniversitesi, Kayseri, Kayseri, Turkey | en_US |
| gdc.description.endpage | 62696 | en_US |
| gdc.description.issue | 45 | en_US |
| gdc.description.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
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| gdc.description.startpage | 62685 | en_US |
| gdc.description.volume | 17 | en_US |
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