Code for KDD 2022 Research Track paper "Availability Attacks Create Shortcuts".
This code is tested with python3 and PyTorch 1.8.
Please first install the following packages:
scikit-learn, torch, numpy
The code for testing the linear separability of existing availability attacks are in the perturbations_are_linear_separable folder. The code for testing synthetic shortcuts as availability attacks are in the synthetic_perturbations folder.