FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction

Huang Yihao
Huang Yihao
Wang Run
Wang Run
Guo Qing
Guo Qing
Li Jianwen
Li Jianwen
Miao Weikai
Miao Weikai

MM '20: The 28th ACM International Conference on Multimedia Seattle WA USA October, 2020, pp. 1217-1226, 2020.

Cited by: 2|Bibtex|Views26|Links
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Abstract:

At this moment, GAN-based image generation methods are still imperfect, whose upsampling design has limitations in leaving some certain artifact patterns in the synthesized image. Such artifact patterns can be easily exploited (by recent methods) for difference detection of real and GAN-synthesized images. However, the existing detection ...More

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