<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0121-750X</journal-id>
<journal-title><![CDATA[Ingeniería]]></journal-title>
<abbrev-journal-title><![CDATA[ing.]]></abbrev-journal-title>
<issn>0121-750X</issn>
<publisher>
<publisher-name><![CDATA[Universidad Distrital Francisco José de Caldas]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0121-750X2017000300396</article-id>
<article-id pub-id-type="doi">10.14483/23448393.11976</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Algoritmo de Encriptacion de Imagenes Utilizando el Atractor Caotico de Lorenz]]></article-title>
<article-title xml:lang="en"><![CDATA[Images Encryption Algorithm Using the Lorenz&#8217;s Chaotic Attractor]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Rodriguez]]></surname>
<given-names><![CDATA[Ivan Felipe]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Amaya]]></surname>
<given-names><![CDATA[Edilma Isabel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Suarez]]></surname>
<given-names><![CDATA[Cesar Augusto]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Moreno]]></surname>
<given-names><![CDATA[Jose David]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Distrital Francisco Jose de Caldas Facultad de Ingeniería ]]></institution>
<addr-line><![CDATA[Bogota ]]></addr-line>
<country>Colombia</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2017</year>
</pub-date>
<volume>22</volume>
<numero>3</numero>
<fpage>396</fpage>
<lpage>412</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0121-750X2017000300396&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0121-750X2017000300396&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0121-750X2017000300396&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen  Contexto:  Con el creciente volumen de information generada en tiempo real, nuevos mecanismos son necesarios para garantizar su seguridad, evitando el acceso a personas no autorizadas. Los metodos convencionales de criptografia no son apropiados para imagenes por su debilidad a ataques estadisticos, debido a la fuerte correlation entre pixeles adyacentes y el analisis de los histogramas de gamas de colores, lo que puede ayudar a identificarlos dentro de la imagen; con este objetivo en mente, se propone un algoritmo para el cifrado de imafgenes utilizando atractores caof ticos .  Metodo:  La sincronizacion caotica se utiliza para la gestion de la clave, la etapa de difusion se realiza mediante secuencias ergof dicas generadas a partir de la soluciof n numefrica del atractor de Lorenz y la etapa de permutaciofn se realiza con la tefcnica de lfinea de onda.  Resultados:  Se probof el algoritmo propuesto utilizando un conjunto de imafgenes en escala de grises, obteniendo un desempeno adecuado en seguridad y velocidad, la correlation de pixeles es casi nula y la entropia es similar a la presentada en trabajos recientes con el mismo enfoque.  Conclusiones:  Los metodos caoticos son una buena alternativa para mejorar los niveles de seguridad en la criptografia de imagenes debido a sus propiedades de imprevisibilidad y sensibilidad a las condiciones iniciales. Para trabajos futuros el enfoque presentado podria aplicarse a la encriptacion de imafgenes a color y utilizando diferentes atractores caof ticos.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract  Context:  With the increasing volumes of information generated in real time, novel mechanisms area needed to ensure security so as to prevent access to unauthorized people. The conventional encryption methods are not appropriate for images, because they are prone to statistical attacks due to the strong correlation between adjacent pixels and the analysis of color gamut histograms, which can help to identify them within the image; with this aim in mind, in this paper an algorithm for image encryption using chaotic attractors is proposed.  Method:  Chaotic synchronization is used for the key management, the diffusion stage is made by means of ergodic sequences generated from the numerical solution of the Lorenz&#8217;s attractor and the permutation stage is accomplished with the wave line technique.  Results:  The proposed algorithm was tested using a set of gray-scale images obtaining suitable performance in segurity and speed, the pixel correlation is almost null and the entropy is similar to that presented in recent works with the same approach.  Conclusions:  Chaotic methods are an alternative to improve the security levels in the cryptography of images due to their properties of unpredictability and sensitivity to the initial conditions. For future work the approach presented could be applied to the encryption of color images and using different chaotic attractors.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Synchronization]]></kwd>
<kwd lng="en"><![CDATA[chaos]]></kwd>
<kwd lng="en"><![CDATA[images cryptography]]></kwd>
<kwd lng="en"><![CDATA[Lorenz&#8217;s attractor.]]></kwd>
<kwd lng="en"><![CDATA[Language: Spanish]]></kwd>
<kwd lng="es"><![CDATA[Atractor de Lorenz]]></kwd>
<kwd lng="es"><![CDATA[Caos]]></kwd>
<kwd lng="es"><![CDATA[Criptografia de imagenes]]></kwd>
<kwd lng="es"><![CDATA[Sincronizacion]]></kwd>
<kwd lng="es"><![CDATA[Idioma: Español]]></kwd>
</kwd-group>
</article-meta>
</front><back>
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