Media and Communication · 2021 · 66 citations · 30 references
Social SciencesCommunicationMass CommunicationMedia StudiesNatural Language ProcessingDigital MediaDisinformationMedia EthicsNew MediaNews MediaSocial MediaDeepfake DetectionMedia SpacesOnline News AudiencesOnline News DiscourseVideo-based Misinformation Detection
Deepfakes, one of the most novel forms of misinformation, have become a real challenge in the communicative environment due to their spread through online news and social media spaces. Although fake news have existed for centuries, its circulation is now more harmful than ever before, thanks to the ease of its production and dissemination. At this juncture, technological development has led to the emergence of deepfakes, doctored videos, audios or photos that use artificial intelligence. Since its inception in 2017, the tools and algorithms that enable the modification of faces and sounds in audiovisual content have evolved to the point where there are mobile apps and web services that allow average users its manipulation. This research tries to show how three renowned media outlets—<em>The Wall Street Journal</em>,<em> The Washington Post</em>,<em> </em>and<em> Reuters</em>—and three of the biggest Internet-based companies—Google, Facebook, and Twitter—are dealing with the spread of this new form of fake news. Results show that identification of deepfakes is a common practice for both types of organizations. However, while the media is focused on training journalists for its detection, online platforms tended to fund research projects whose objective is to develop or improve media forensics tools.
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The spread of true and false news online
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