Generating Steganographic Images via Adversarial Training
This is a toy example (on CelebA) of how to run experiments presented in https://arxiv.org/abs/1703.00371
To run
- Download CelebA dataset and save to
./data - Run
python main.py
Results
Example of real images.
Example of Alice generated images at Epoch 0.
Example of Alice generated images at Epoch 500.
Loss plots.
Bob decoding success.
Notes
Hyperparameter optimization is needed for optimal results (and other tweaks like using high capacity networks).