FakeTracer: Catching Face-swap DeepFakes via Implanting Traces in Training

This repository is the implementation of our work, FakeTracer: Catching Face-swap DeepFakes via Implanting Traces in Training

Preparation

• Download checkpoints and training data from here
• Put files in the corresponding folder

Inference- Adding Sustainable Trace

• Modify Line 35, 36 in encode.py
• python encode.py

Inference- Detecting Sustainable Trace

• Modify Line 41 in decode.py
• python decode.py

Training- Sustainable Trace

• Modify 00_setting.yaml if necessary
• python train_Strace.py

Bibtex

@article{sun2024faketracer,
  title={FakeTracer: Catching Face-swap DeepFakes via Implanting Traces in Training},
  author={Sun, Pu and Qi, Honggang and Li, Yuezun and Lyu, Siwei},
  journal={IEEE Transactions on Emerging Topics in Computing},
  year={2024},
  publisher={IEEE}
}

This implementation is inspired by:

• StegaStamp.