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Harry24k / adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks [torchattacks]
https://adversarial-attacks-pytorch.readthedocs.io/en/latest/index.html
MIT License
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[FEATURE] Is it possible to providing some results by using the default parameters? #94

Closed winterwindwang closed 1 year ago

winterwindwang commented 2 years ago

✨ Short description of the feature [tl;dr]

I used the default parameter of the CW attack on the ImageNet validation dataset, but I got a worse result (63.36% fooling rate) compared with other attacks (i.e., FGSM and PGD). I don't know whether the issue originate from the algorithm or myself.

Therefore, I suggest providing some baseline comparison results would make the repo more appealing!

This repository provides a convenient implementation for the baseline attacks method. Thanks for your contribution to this commune.

💬 Detailed motivation and codes

See above

Harry24k commented 2 years ago

Please refer to the performance comparison section!