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Availability-Attacks-Create-Shortcuts

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.