Steganography applied in the origin claim of pictures captured by drones based on chaos

In this work, steganography is implemented in photographs captured by an unmanned aerial vehicle (drone), with the purpose of adding an identifier that indicates which device they are taken from so it works for the recovery of the origin. In the system, a new technique that modifies the least signif...

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Autores:
Jiménez Rodríguez, Maricela
Padilla Leyferman, Carlos Eduardo
Estrada Gutiérrez, Juan Carlos
González Novoa, María Guadalupe
Gómez Rodríguez, Horacio
Flores Siordia, Octavio
Tipo de recurso:
Article of journal
Fecha de publicación:
2018
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/67528
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/67528
http://bdigital.unal.edu.co/68557/
Palabra clave:
62 Ingeniería y operaciones afines / Engineering
Estenografía
caos
seguridad
drones
Steganography
chaos
security
drones.
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
id UNACIONAL2_40a2ab1fa59ce7210c897212f411fe72
oai_identifier_str oai:repositorio.unal.edu.co:unal/67528
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network_name_str Universidad Nacional de Colombia
repository_id_str
dc.title.spa.fl_str_mv Steganography applied in the origin claim of pictures captured by drones based on chaos
title Steganography applied in the origin claim of pictures captured by drones based on chaos
spellingShingle Steganography applied in the origin claim of pictures captured by drones based on chaos
62 Ingeniería y operaciones afines / Engineering
Estenografía
caos
seguridad
drones
Steganography
chaos
security
drones.
title_short Steganography applied in the origin claim of pictures captured by drones based on chaos
title_full Steganography applied in the origin claim of pictures captured by drones based on chaos
title_fullStr Steganography applied in the origin claim of pictures captured by drones based on chaos
title_full_unstemmed Steganography applied in the origin claim of pictures captured by drones based on chaos
title_sort Steganography applied in the origin claim of pictures captured by drones based on chaos
dc.creator.fl_str_mv Jiménez Rodríguez, Maricela
Padilla Leyferman, Carlos Eduardo
Estrada Gutiérrez, Juan Carlos
González Novoa, María Guadalupe
Gómez Rodríguez, Horacio
Flores Siordia, Octavio
dc.contributor.author.spa.fl_str_mv Jiménez Rodríguez, Maricela
Padilla Leyferman, Carlos Eduardo
Estrada Gutiérrez, Juan Carlos
González Novoa, María Guadalupe
Gómez Rodríguez, Horacio
Flores Siordia, Octavio
dc.subject.ddc.spa.fl_str_mv 62 Ingeniería y operaciones afines / Engineering
topic 62 Ingeniería y operaciones afines / Engineering
Estenografía
caos
seguridad
drones
Steganography
chaos
security
drones.
dc.subject.proposal.spa.fl_str_mv Estenografía
caos
seguridad
drones
Steganography
chaos
security
drones.
description In this work, steganography is implemented in photographs captured by an unmanned aerial vehicle (drone), with the purpose of adding an identifier that indicates which device they are taken from so it works for the recovery of the origin. In the system, a new technique that modifies the least significant bit (LSB) is applied, using a mathematical model to generate the chaotic orbits, one of the parts selects the RGB channel (Red, Green or Blue) where the LSB is changed and the other is implemented to calculate the random position of the sub pixel to be modified in the selected channel. In addition, a comparison between the bit to be hidden and the LSB of the pixel of the image is performed to verify if it is not necessary to modify it, which lessens the alterations in the container image. It is a tool to capture photos remotely with the Ar.Drone 2.0, with the features needed to perform an analysis that uses correlation diagrams and histograms to verify if the integrity of the message is guaranteed or if changes in the stego-image are visible to the naked eye. On the other hand, a test was done on the Baboon image to compare the robustness of the proposed system with other investigations, evaluating the correlation, contrast, energy, homogeneity, MSE, PSNR and quality index. The results generated were compared with the work of other authors concluding our system provides greater security, integrity, high sensitivity to the keys, it is not linked to a single chaotic system and can be applied to hide imperceptibly all kinds of information, in: radiographs, videos, files, official documents, and other types of containers.
publishDate 2018
dc.date.issued.spa.fl_str_mv 2018-05-01
dc.date.accessioned.spa.fl_str_mv 2019-07-03T04:28:04Z
dc.date.available.spa.fl_str_mv 2019-07-03T04:28:04Z
dc.type.spa.fl_str_mv Artículo de revista
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dc.type.driver.spa.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.issn.spa.fl_str_mv ISSN: 2248-8723
dc.identifier.uri.none.fl_str_mv https://repositorio.unal.edu.co/handle/unal/67528
dc.identifier.eprints.spa.fl_str_mv http://bdigital.unal.edu.co/68557/
identifier_str_mv ISSN: 2248-8723
url https://repositorio.unal.edu.co/handle/unal/67528
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dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.spa.fl_str_mv https://revistas.unal.edu.co/index.php/ingeinv/article/view/64509
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Revistas electrónicas UN Ingeniería e Investigación
Ingeniería e Investigación
dc.relation.references.spa.fl_str_mv Jiménez Rodríguez, Maricela and Padilla Leyferman, Carlos Eduardo and Estrada Gutiérrez, Juan Carlos and González Novoa, María Guadalupe and Gómez Rodríguez, Horacio and Flores Siordia, Octavio (2018) Steganography applied in the origin claim of pictures captured by drones based on chaos. Ingeniería e Investigación, 38 (2). pp. 61-69. ISSN 2248-8723
dc.rights.spa.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
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dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
Derechos reservados - Universidad Nacional de Colombia
http://creativecommons.org/licenses/by-nc/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Universidad Nacional de Colombia - Sede Bogotá - Facultad de Ingeniería
institution Universidad Nacional de Colombia
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spelling Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Jiménez Rodríguez, Maricela19ae716c-2e13-4845-bafb-c51a86aa8107300Padilla Leyferman, Carlos Eduardode436df6-929e-42e3-aaf9-f4e011fbc9f9300Estrada Gutiérrez, Juan Carlos39e06e98-f050-44bc-a142-015e42840796300González Novoa, María Guadalupe3ac00c35-7ab2-410c-bbf0-25e6511bec65300Gómez Rodríguez, Horaciocf2342ff-aaf4-476c-8691-2b3c7bd5339a300Flores Siordia, Octavio9c2970ca-cc59-48a6-a7c6-b7a499da25903002019-07-03T04:28:04Z2019-07-03T04:28:04Z2018-05-01ISSN: 2248-8723https://repositorio.unal.edu.co/handle/unal/67528http://bdigital.unal.edu.co/68557/In this work, steganography is implemented in photographs captured by an unmanned aerial vehicle (drone), with the purpose of adding an identifier that indicates which device they are taken from so it works for the recovery of the origin. In the system, a new technique that modifies the least significant bit (LSB) is applied, using a mathematical model to generate the chaotic orbits, one of the parts selects the RGB channel (Red, Green or Blue) where the LSB is changed and the other is implemented to calculate the random position of the sub pixel to be modified in the selected channel. In addition, a comparison between the bit to be hidden and the LSB of the pixel of the image is performed to verify if it is not necessary to modify it, which lessens the alterations in the container image. It is a tool to capture photos remotely with the Ar.Drone 2.0, with the features needed to perform an analysis that uses correlation diagrams and histograms to verify if the integrity of the message is guaranteed or if changes in the stego-image are visible to the naked eye. On the other hand, a test was done on the Baboon image to compare the robustness of the proposed system with other investigations, evaluating the correlation, contrast, energy, homogeneity, MSE, PSNR and quality index. The results generated were compared with the work of other authors concluding our system provides greater security, integrity, high sensitivity to the keys, it is not linked to a single chaotic system and can be applied to hide imperceptibly all kinds of information, in: radiographs, videos, files, official documents, and other types of containers.En este trabajo se implementó esteganografía en las fotografías capturadas por un vehículo aéreo no tripulado (dron), con la finalidad de agregar un identificador que indique desde que dispositivo fueron tomadas, y funcione para la reclamación de origen. En el sistema se aplicó una nueva técnica que modifica el bit menos significativo (LSB) usando un modelo matemático que se utiliza para generar dos órbitas caóticas, una de las cuales se usa para seleccionar el canal RGB (Rojo, Verde o Azul), donde se cambió el LSB y la otra se implementó para calcular de forma aleatoria la posición del subpixel que se modificará en el canal seleccionado; además se realizó una comparación entre el bit que se desea ocultar y el LSB del pixel de la imagen, para verificar si no es necesario modificarlo, lo cual altera menos la imagen original. Se realizaron pruebas del algoritmo en un Ar.drone 2.0, pero se puede aplicar para ocultar de forma imperceptible todo tipo de información, en: radiografías, videos, archivos, documentos oficiales, o cualquier otro tipo de contendor.application/pdfspaUniversidad Nacional de Colombia - Sede Bogotá - Facultad de Ingenieríahttps://revistas.unal.edu.co/index.php/ingeinv/article/view/64509Universidad Nacional de Colombia Revistas electrónicas UN Ingeniería e InvestigaciónIngeniería e InvestigaciónJiménez Rodríguez, Maricela and Padilla Leyferman, Carlos Eduardo and Estrada Gutiérrez, Juan Carlos and González Novoa, María Guadalupe and Gómez Rodríguez, Horacio and Flores Siordia, Octavio (2018) Steganography applied in the origin claim of pictures captured by drones based on chaos. Ingeniería e Investigación, 38 (2). pp. 61-69. ISSN 2248-872362 Ingeniería y operaciones afines / EngineeringEstenografíacaosseguridaddronesSteganographychaossecuritydrones.Steganography applied in the origin claim of pictures captured by drones based on chaosArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTORIGINAL64509-393976-1-PB.pdfapplication/pdf2136394https://repositorio.unal.edu.co/bitstream/unal/67528/1/64509-393976-1-PB.pdfc0798d5bd590987f69d4e4dd8e688db1MD51THUMBNAIL64509-393976-1-PB.pdf.jpg64509-393976-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg8505https://repositorio.unal.edu.co/bitstream/unal/67528/2/64509-393976-1-PB.pdf.jpgffc413133adc0e9dae6378d4befc325dMD52unal/67528oai:repositorio.unal.edu.co:unal/675282024-05-22 23:33:38.396Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co