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Hi,
I try to use attack.py to test the PGD error of the SOTA models on MNIST, by running
`python3 attack.py --config config/mnist_dm-large_0.4.json `
The epsilon_eval=0.3. I got the resul…
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Hi! Thank you for the reply to the question about the 'CROWN' repository!
I want to calculate the minimum r as the same as the 'CROWN', and I tried the code as follows:
def test(input,model):
eps =…
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Hi,
When I run the CROWN verified error with let's say \epsilon = 0.3, what's the exact meaning of the terms in the output like Loss, CE loss etc.? I'd like to estimate or desume a lower bound with…
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Hello and thank you for this amazing tool!
I have also tried to use alpha-beta-CROWN with the same setup but had the same error in the title.
You can find the issue here: https://github.com/Veri…
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I want to use ab-crown to verify neural networks with localrobustness property with the l-1 and l-2 norms. When I do this I get "Only Linf-norm attack is supported, the pgd_order will be changed to sk…
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**I've tried for a long time, but I can't solve this problem. I need your help very much.**
**When I run model.py, the following error is prompted：**
`/home/kai/anaconda3/envs/V_M/bin/python3.6 `/ho…
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Hi!
Your work is so interesting! Thank you!
But is there the code written by pytorch?
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Hello,
I'm interested in running your certifiable robustness code on a small network (MobileNetV2) that I've trained on CIFAR10. I noticed you have instructions on how to train a network to then ce…
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Hi, In train.py there is a problem, the class "DualNetwork" is not defined.
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Hi,
I've encountered a few issues while using alpha-beta-CROWN for verifying the output of a simple neural network. I would greatly appreciate your assistance in resolving these concerns.
I hav…