Defending Informational Sovereignty by Detecting Deepfakes: Risks and Opportunities of an AI-Based Detector for Deepfake-Based Disinformation and Illegal Activities

dc.contributor.authorTahraoui, Milan
dc.contributor.authorKrätzer, Christian
dc.contributor.authorDittmann, Jana
dc.date.accessioned2023-08-29T12:09:27Z
dc.date.available2023-08-29T12:09:27Z
dc.date.issued2023
dc.description.abstractThis paper will first investigate possible contributions that an AI-based detector for deepfakes could make to the challenge of responding to disinformation as a threat to democracy. Second, this paper will also investigate the implications of such a tool - which was developed, among other reasons, for security purposes - for the emerging European discourse on digital sovereignty in a global environment. While disinformation is surely not a new topic, recent technological developments relating to AI-generated deepfakes have increased the manipulative potential of video and audio-based contents spread online, making it a specific but important current challenge in the global and interconnected information context.en
dc.description.sponsorshipThis work has been funded by the Federal Ministry of Education and Research of Germany (BMBF) (grant no.: 16DII111, 16DII112, 16DII113, 16DII114, 16DII115, 16DII116, 16DII117 – „Deutsches Internet-Institut“)
dc.identifier.citationTahraoui, M., Kraetzer, C., & Dittmann, J. (2023). Defending Informational Sovereignty by Detecting Deepfakes: Risks and Opportunities of an AI-Based Detector for Deepfake-Based Disinformation and Illegal Activities. Proceedings of the Weizenbaum Conference 2022: Practicing Sovereignty, 142–161. https://doi.org/10.34669/WI.CP/4.14
dc.identifier.doihttps://doi.org/10.34669/wi.cp/4.14
dc.identifier.eissn2510-7666
dc.identifier.urihttps://www.weizenbaum-library.de/handle/id/66
dc.language.isoeng
dc.publisherWeizenbaum Institute
dc.relation.ispartofhttps://doi.org/10.34669/WI.CP/4
dc.relation.ispartofseriesWeizenbaum Conference Proceedings
dc.rightsopen access
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectTechnology (Applied sciences)en
dc.subjectTechnology Assessmenten
dc.subjectartificial intelligenceen
dc.subjectdigitalizationen
dc.subjectdisinformationen
dc.subjectfalse reporten
dc.subjectTechnik, Technologiede
dc.subjectdeepfake detectionde
dc.subjectdigital sovereigntyde
dc.subjectremote ID proofingde
dc.subjectTechnikfolgenabschätzungde
dc.subjectkünstliche Intelligenzde
dc.subjectDigitalisierungde
dc.subjectDesinformationde
dc.subjectFalschmeldungde
dc.subject.ddc600 Technik
dc.subject.ddc300 Sozialwissenschaften
dc.subject.ddc004 Informatik
dc.titleDefending Informational Sovereignty by Detecting Deepfakes: Risks and Opportunities of an AI-Based Detector for Deepfake-Based Disinformation and Illegal Activities
dc.typeConferencePaper
dc.type.statuspublishedVersion
dcmi.typeText
dcterms.bibliographicCitation.booktitleProceedings of the Weizenbaum Conference 2022
dcterms.bibliographicCitation.originalpublisherplaceBerlin
dcterms.bibliographicCitation.pageend161
dcterms.bibliographicCitation.pagestart142
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