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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-machine-learning adversarial-robustness robust-machine-learning adversarial-defense

adaptivesmoothing's Issues

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.

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)

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