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- W2914447220 abstract "The new developments in deep generative networks have significantly improve the quality and efficiency in generating realistically-looking fake face videos. In this work, we describe a new method to expose fake face videos generated with deep neural network models. Our method is based on detection of eye blinking in the videos, which is a physiological signal that is not well presented in the synthesized fake videos. Our method is evaluated over benchmarks of eye-blinking detection datasets and shows promising performance on detecting videos generated with DNN based software DeepFake." @default.
- W2914447220 created "2019-02-21" @default.
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- W2914447220 date "2018-12-01" @default.
- W2914447220 modified "2023-10-16" @default.
- W2914447220 title "In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking" @default.
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- W2914447220 doi "https://doi.org/10.1109/wifs.2018.8630787" @default.
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