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Implementation of the paper "Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing".

Home Page: https://arxiv.org/abs/2301.12554

License: MIT License

Python 15.23% Jupyter Notebook 84.77%
adversarial-attacks adversarial-defense adversarial-machine-learning adversarial-robustness robust-machine-learning

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adaptivesmoothing's Issues

An nissue on running

I have an issue with running...


  File "/home/xx/AdaptiveSmoothing/comp_autoattack/checks.py", line 4, in <module>
    from autoattack.other_utils import L2_norm
ImportError: cannot import name 'L2_norm' from 'autoattack.other_utils' (/home/xx//anaconda3/lib/python3.11/site-packages/autoattack/other_utils.py)

Model download link broken

Some of the model download links appear to be broken. Will fix this soon. Meanwhile, please use the checkpoint on RobustBench.

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