International Journal of Advances in Electronics and Computer Science ( IJAECS )
A highly rated peer reviewed monthly International Journal
Editor-in-Chief : Dr. P. Suresh
Contact Person : Technical Editor
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Current Issue : Volume-8,Issue-10  ( Oct, 2021 ) View More
Journal Impact Factor : 2.68 View More

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Publisher:IRAJ
ISSN (p): 2394-2835
Issues /Year :12
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Paper Detail


Paper Title
Analyzing Deep Learning Models’ Generalization Ability under Different Augmentations on Deepfake Datasets

Abstract
Deepfakes allow users to manipulate identity of a person in a video or an image. Improvements on GAN-based techniques also generate more realistic and harder to detect fake faces. This threatens individuals and decreases trust to social media platforms. In this work our goal is to report four different models’ learning ability on, by far, largest fake face dataset -DFDC and test the generalization ability of different models trained with this dataset and tested with Celeb-DF-v2. Keywords - Deepfake, dfdc, Face Manipulation


Author - Ilkin Huseynli, Songul Varli

Published : Volume-8,Issue-7  ( Jul, 2021 )


DOIONLINE Number - IJAECS-IRAJ-DOIONLINE-18102   View Here

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| Published on 2021-10-28
   
   
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