Evidence map›Paper›PMID 40456727›Full record

ArticleNature communications2025

Spectral physical unclonable functions: downscaling randomness with multi-resonant hybrid particles.

Martin Sandomirskii, Elena Petrova, Pavel Kustov, Lev Chizhov, Artem Larin, Stéphanie Bruyère, Vitaly Yaroshenko, Eduard Ageev, Pavel Belov, Dmitry Zuev

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Covert Optical Fingerprints Within Overt Structural Colors via Cascaded Cavity Resonances.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
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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

10 authors.

Martin SandomirskiiSchool of Physics and Engineering, Faculty of Physics, ITMO University, St. Petersburg, Russia. m.sandomirskii@metalab.ifmo.ru.ORCID http://orcid.org/0000-0002-3115-1739
Elena PetrovaSchool of Physics and Engineering, Faculty of Physics, ITMO University, St. Petersburg, Russia.ORCID http://orcid.org/0000-0003-1435-0274
Pavel KustovSchool of Physics and Engineering, Faculty of Physics, ITMO University, St. Petersburg, Russia.ORCID http://orcid.org/0000-0003-3556-4001
Lev ChizhovSchool of Physics and Engineering, Faculty of Physics, ITMO University, St. Petersburg, Russia.
Artem LarinSchool of Physics and Engineering, Faculty of Physics, ITMO University, St. Petersburg, Russia.
Stéphanie BruyèreUniversité de Lorraine, CNRS, IJL, F-54000, Nancy, France.
Vitaly YaroshenkoSchool of Physics and Engineering, Faculty of Physics, ITMO University, St. Petersburg, Russia.ORCID http://orcid.org/0000-0003-2034-4962
Eduard AgeevSchool of Physics and Engineering, Faculty of Physics, ITMO University, St. Petersburg, Russia.ORCID http://orcid.org/0000-0001-5626-7677
Pavel BelovSchool of Physics and Engineering, Faculty of Physics, ITMO University, St. Petersburg, Russia.ORCID http://orcid.org/0000-0002-5107-2763
Dmitry ZuevSchool of Physics and Engineering, Faculty of Physics, ITMO University, St. Petersburg, Russia. d.zuev@metalab.ifmo.ru.ORCID http://orcid.org/0000-0001-9157-5683

Funding

Ministry of Education and Science of the Russian Federation (Minobrnauka) FSER-2025-0011Ministry of Education and Science of the Russian Federation (Minobrnauka) Priority 2030Russian Science Foundation (RSF) 24-72-10075
6 · The paper itself

Abstract

Optical physical unclonable functions (PUFs) are state-of-the-art in advanced security applications. Fabricated with inherent randomness, they generate fingerprint-like responses, serving as trust anchors for material assets. However, the existing PUFs, typically reliant on microscopic spatial features, face increasing threats from rapidly advancing microscale manipulation techniques. Here, we present novel PUFs based on random nanoscale variations within multi-resonant gold-silicon particles. These inevitable structural differences, coupled with strong optical resonances, provide unique spectral features in particles' photoluminescence (PL), which we encode as unclonable keys. Our approach surpasses the shortcomings of diffraction-limited designs, additionally offering a multi-functional platform for robust authentication of goods and verification of individuals. We demonstrate two security label models based on PL mapping and direct PL imaging, as well as a concept for the first all-optical one-time password verification token with an exceptionally high storage density of unique information. This work paves the way toward nanoscale-enabled unclonability, bringing enhanced security for hardware-based cryptography, personalized access control, and cutting-edge anti-counterfeiting.

Identifiers

PMID40456727
PMCPMC12130527

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.