Evidence map›Paper›PMID 42637762›Full record

ArticleNature communications2026

Dual-space visible light authentication toward high security physical unclonable function.

Geon Gug Yang, Seong-Gyun Im, Taewoo Kang, Chan Woo Lee, Jonghwa Shin, Seok Joon Kwon, Sang Ouk Kim

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Geon Gug Yang *Department of Materials Science and Engineering, KAIST, Daejeon, Republic of Korea.
Seong-Gyun Im *School of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon, Republic of Korea.ORCID http://orcid.org/0000-0001-6013-923X
Taewoo KangSchool of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon, Republic of Korea.ORCID http://orcid.org/0000-0002-8317-6997
Chan Woo LeeDepartment of Materials Science and Engineering, KAIST, Daejeon, Republic of Korea.
Jonghwa ShinDepartment of Materials Science and Engineering, KAIST, Daejeon, Republic of Korea.ORCID http://orcid.org/0000-0003-0712-464X
Seok Joon KwonSchool of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon, Republic of Korea. sjoonkwon@skku.edu.ORCID http://orcid.org/0000-0002-1037-2743
Sang Ouk KimDepartment of Materials Science and Engineering, KAIST, Daejeon, Republic of Korea. sangouk.kim@kaist.ac.kr.ORCID http://orcid.org/0000-0003-1513-6042

Funding

National Research Foundation of Korea (NRF) N10250155(00)National Research Foundation of Korea (NRF) RS-2025-00521316National Research Foundation of Korea (NRF) RS-2025-02222208Samsung SRFC-MA2201-02
6 · The paper itself

Abstract

Random pattern generation by nondeterministic self-assembly offers physical unclonable function (PUF) for hardware-based information security system. However, authenticating intricate signals from randomized disordered structures is challenging without time-consuming, expensive characterization. Here, we present easily authenticatable, highly secure self-assembly-based PUF system enabled by synergistic authentication mechanism exploiting dual-space visible signals. Polycrystalline monolayer morphology of colloidal self-assembled pattern, consisting of a virtual 3D space defined by 2D spatial coordinates and crystal orientation, can be effectively authenticated by combining real-space Bragg reflection and reciprocal-space diffraction signals in visible wavelength regime. Notably, polycrystalline patterned structures composed of hexagonal close-packed colloidal grains are highly beneficial for practical PUF labels, while providing unpredictable reciprocal lattice information with a high degree of freedom for easy authentication with a vast number of encryption keys. Our PUF solely based on structural information can serve for versatile templates for mechanically flexible, renewable, concealable, medium-independent, and biocompatible purposes.

Identifiers

PMID42637762
PMCPMC13503782

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.