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https://github.com/MadryLab/mnist_challenge
Hello, I am trying to attack MadryLab's defense strategy with your project （advGAN）. However, it did not get the 92.76% effect mentioned in the article （…
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I follow the default configurations to train ACGAN, use pretrained Madry Net from and adopt the hyperparameters in Table. 4, but only get 30% success rate at most.
Does anyone manage to reproduce th…
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- https://pyimagesearch.com/2021/03/01/adversarial-attacks-with-fgsm-fast-gradient-sign-method/
- https://github.com/MadryLab/mnist_challenge
- https://pytorch.org/tutorials/beginner/fgsm_tutorial.h…
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I am trying to convert WideResNet model from https://github.com/MadryLab/cifar10_challenge
to pytorch.
I am unsure about the process of extracting the model, according to my understanding I need to…
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Convolutional layers, presumably in networks for classification
Representative benchmark(s): MNIST, CIFAR classifiers
Specifications: robustness
Questions: any further restrictions or should …
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Thanks for providing this useful work.
The function of init_delta in transferattack/attack.py seems questionable.
https://github.com/Trustworthy-AI-Group/TransferAttack/blob/a81bee4992dbbec0c3a17f…
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Hi Researchers,
I'd like to draw your attention to the implementation of PGD. Specifically, I have a question regarding the clamping operation for the generation of adversarial examples. In the exi…
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Hi there,
First of all, thank you for your clean code. I cloned your repo together with the test data available in the [releases](https://github.com/MadryLab/backgrounds_challenge/releases). After …
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Hi, first thanks for your great work!
I wanna know more information about **the updated checkpoint of pgd trained Madry's model on cifar-10**. Was this checkpoint stored when the whole 76000 itera…
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This is the error that is produced:
ValueError: A 2-dimensional array must be passed.
in the file blob_rand.py in line:
`sq_dist = pdist(theta)`
It seems that this comes from:
`kxy, dxkxy = s…