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Overview

Paper Title: Am I a Real or Fake Celebrity? Evaluating the Robustness of Commercial Celebrity Recognition Web Services with Deepfakes

Short Description: Testing commerical APIs against the threat of deepfakes using Deepfake Impersonation Attack.

Dataset Request Form: [Link]

Main Contributions

<img src="https://i.ibb.co/1fC7jtX/Capture.png" alt="DFIA-pipeline" border="0" width="700">

Dataset Samples

Defense Models

  1. ABNET
  2. CLRNet
  3. FakeSpotter
  4. FTDetect
  5. MesoNet
  6. ShallowNet
  7. Xception