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%T Defending Informational Sovereignty by Detecting Deepfakes: Risks and Opportunities of an AI-Based Detector for Deepfake-Based Disinformation and Illegal Activities %A Tahraoui, Milan %A Krätzer, Christian %A Dittmann, Jana %E Herlo, Bianca %E Irrgang, Daniel %P 142-161 %D 2023 %K deepfake detection; digital sovereignty; remote ID proofing %@ 2510-7666 %X This 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. %C DEU %C Berlin %G en %9 Konferenzbeitrag %W GESIS - http://www.gesis.org %~ SSOAR - http://www.ssoar.info