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Dataset Generation and Study of Deepfake Techniques

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dc.contributor.authorFalcón López, Sergio Adrián
dc.contributor.authorRobles Gómez, Antonio::virtual::2456::600
dc.contributor.authorTobarra Abad, María de los Llanos::virtual::2457::600
dc.contributor.authorPastor Vargas, Rafael::virtual::2458::600
dc.contributor.authorRobles Gómez, Antonio
dc.contributor.authorTobarra Abad, María de los Llanos
dc.contributor.authorPastor Vargas, Rafael
dc.contributor.authorRobles Gómez, Antonio
dc.contributor.authorTobarra Abad, María de los Llanos
dc.contributor.authorPastor Vargas, Rafael
dc.contributor.authorRobles Gómez, Antonio
dc.contributor.authorTobarra Abad, María de los Llanos
dc.contributor.authorPastor Vargas, Rafael
dc.date.accessioned2024-05-20T12:03:13Z
dc.date.available2024-05-20T12:03:13Z
dc.date.issued2023
dc.description.abstractThe consumption of multimedia content on the Internet has nowadays been expanded exponentially. These trends have contributed to fake news can become a very high influence in the current society. The latest techniques to influence the spread of digital false information are based on methods of generating images and videos, known as Deepfakes. This way, our research work analyzes the most widely used Deepfake content generation methods, as well as explore different conventional and advanced tools for Deepfake detection. A specific dataset has also been built that includes both fake and real multimedia contents. This dataset will allow us to verify whether the used image and video forgery detection techniques can detect manipulated multimedia content.es
dc.description.versionversión publicada
dc.identifier.urihttps://hdl.handle.net/20.500.14468/12971
dc.language.isoen
dc.publisherSpringer
dc.relation.centerE.T.S. de Ingeniería Informática
dc.relation.congress15th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAml 2023)
dc.relation.departmentSistemas de Comunicación y Control
dc.rightsinfo:eu-repo/semantics/restrictedAccess
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/deed.es
dc.subject.keywordsDeepfake
dc.subject.keywordsDataset Generation
dc.subject.keywordsDetection Techniques
dc.subject.keywordsMultimedia Manipulation
dc.titleDataset Generation and Study of Deepfake Techniqueses
dc.typeconference proceedingsen
dc.typeactas de congresoes
dspace.entity.typePublication
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