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Hadisalman / smoothing-adversarial

Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"

Home Page:https://arxiv.org/abs/1906.04584

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Cannot download your trained models

cchen-vis opened this issue · comments

commented

Hi,

In the section Getting Started, I cannot download your trained models. Could you please update your cloud files?

Best,

Chen

commented

Hi @ShanghaitechChen , I am not sure why you are not able to download the models. They should be accessible fine through the link the in the getting started section https://drive.google.com/u/0/uc?id=1GH7OeKUzOGiouKhendC-501pLYNRvU8c&export=download I just tried it and it works fine. Please let me know what exactly you are getting.

commented

Oh I see, it is so big that I thought there is something wrong.
If it is convenient, could you send me your trained model on cifar10 under PGD attack with parameters: --noise_sd 1.00 --lr_step_size 50 --epochs 150 --adv-training --num-steps 10 --epsilon 512 --train-multi-noise --num-noise-vec 2?

commented

I am so sorry I missed this comment :( Please let me know if you still need anything.