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Deepfake detection with and without content warnings [PDF]
Royal Society Open Science, 2023 The rapid advancement of ‘deepfake' video technology—which uses deep learning artificial intelligence algorithms to create fake videos that look real—has given urgency to the question of how policymakers and technology companies should moderate ...
Andrew Lewis +3 more
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CrossDF: improving cross-domain deepfake detection with deep information decomposition [PDF]
Frontiers in Big DataDeepfake technology represents a serious risk to safety and public confidence. While current detection approaches perform well in identifying manipulations within datasets that utilize identical deepfake methods for both training and validation, they ...
Shanmin Yang +7 more
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Design and development of an efficient RLNet prediction model for deepfake video detection [PDF]
Frontiers in Big DataIntroductionThe widespread emergence of deepfake videos presents substantial challenges to the security and authenticity of digital content, necessitating robust detection methods.
Varad Bhandarkawthekar +3 more
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Is this real? Susceptibility to deepfakes in machines and humans [PDF]
Cognitive ResearchDeepfakes are synthetic media created by deep-generative methods to fake a person’s audio-visual representation. Growing sophistication of deepfake technology poses significant challenges for both machine learning (ML) algorithms and humans. Here we used
Didem Pehlivanoglu +7 more
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Pro Futuro, 2023 A deepfake is a video, audio or other content (e.g. image) that is completely or partially fabricated or created by manipulating existing, real content. Just as fake news calls into question the authenticity of real news, deepfake also calls into question the authenticity of real content.
Gosztonyi, Gergely +1 more
openaire +3 more sources
Fighting Deepfakes Using Body Language Analysis
Forecasting, 2021 Recent improvements in deepfake creation have made deepfake videos more realistic. Moreover, open-source software has made deepfake creation more accessible, which reduces the barrier to entry for deepfake creation. This could pose a threat to the people’
Robail Yasrab, Wanqi Jiang, Adnan Riaz
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DeepFake Detection for Human Face Images and Videos: A Survey
IEEE Access, 2022 Techniques for creating and manipulating multimedia information have progressed to the point where they can now ensure a high degree of realism. DeepFake is a generative deep learning algorithm that creates or modifies face features in a superrealistic ...
Asad Malik +3 more
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A Novel Deep Learning Approach for Deepfake Image Detection
Applied Sciences, 2022 Deepfake is utilized in synthetic media to generate fake visual and audio content based on a person’s existing media. The deepfake replaces a person’s face and voice with fake media to make it realistic-looking. Fake media content generation is unethical
Ali Raza +2 more
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Analysis and Enlightenment of International Deepfake Technology Policy Texts: Taking the United States and the European Union as Examples [PDF]
Nongye tushu qingbao xuebao, 2022 [Purpose/Significance] In the digital age, artificial intelligence (AI) technologies based on intelligent algorithms have a huge impact on people's lives, and one representative technology is deepfake technology.
ZHAO Xueqin, LI Tian'e, HU Huihui
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An Investigation of the Effectiveness of Deepfake Models and Tools
Journal of Sensor and Actuator Networks, 2023 With the development of computer vision and deep learning technologies, rapidly expanding approaches have been introduced that allow anyone to create videos and pictures that are both phony and incredibly lifelike.
Md. Saddam Hossain Mukta +6 more
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