<?xml version="1.0" encoding="UTF-8"?><?xml-stylesheet type="text/xsl" href="static/style.xsl"?><OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd"><responseDate>2026-04-17T02:32:23Z</responseDate><request verb="GetRecord" identifier="oai:www.recercat.cat:2445/118838" metadataPrefix="marc">https://recercat.cat/oai/request</request><GetRecord><record><header><identifier>oai:recercat.cat:2445/118838</identifier><datestamp>2025-12-05T14:47:13Z</datestamp><setSpec>com_2072_1057</setSpec><setSpec>col_2072_478821</setSpec><setSpec>col_2072_478917</setSpec></header><metadata><record xmlns="http://www.loc.gov/MARC21/slim" xmlns:dcterms="http://purl.org/dc/terms/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:doc="http://www.lyncode.com/xoai" xsi:schemaLocation="http://www.loc.gov/MARC21/slim http://www.loc.gov/standards/marcxml/schema/MARC21slim.xsd">
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      <subfield code="a">Carnicer González, Arturo</subfield>
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      <subfield code="a">Javidi, Bahram</subfield>
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      <subfield code="c">2017-12-20T16:21:15Z</subfield>
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      <subfield code="c">2017-12-20T16:21:15Z</subfield>
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      <subfield code="c">2017-05-10</subfield>
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      <subfield code="c">2017-12-20T16:21:15Z</subfield>
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      <subfield code="a">Image information encoding using random phase masks produce speckle-like noise distributions when the sample is propagated in the Fresnel domain. As a result, information cannot be accessed by simple visual inspection. Phase masks can be easily implemented in practice by attaching cello-tape to the plain-text message. Conventional 2D-phase masks can be generalized to 3D by combining glass and diffusers resulting in a more complex, physical unclonable function. In this communication, we model the behavior of a 3D phase mask using a simple approach: light is propagated trough glass using the angular spectrum of plane waves whereas the diffusor is described as a random phase mask and a blurring effect on the amplitude of the propagated wave. Using different designs for the 3D phase mask and multiple samples, we demonstrate that classification is possible using the k-nearest neighbors and random forests machine learning algorithms.</subfield>
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      <subfield code="a">Seguretat informàtica</subfield>
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      <subfield code="a">Visualització tridimensional</subfield>
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      <subfield code="a">Xifratge (Informàtica)</subfield>
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      <subfield code="a">Processament òptic de dades</subfield>
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      <subfield code="a">Computer security</subfield>
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      <subfield code="a">Three-dimensional display systems</subfield>
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      <subfield code="a">Data encryption (Computer science)</subfield>
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      <subfield code="a">Optical data processing</subfield>
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      <subfield code="a">Validation of optical codes based on 3D nanostructures</subfield>
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