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你好,在运行main_test.py时,我遇到如下报错
通过查看代码,发现FGSM和PGD类定义时,并没有set_training_mode属性,具体定义代码如下:
```
class FGSM(Attack):
def __init__(self, model, forward_function=None, eps=0.007, T=None, *…
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Could you please provide the code to attack RGB-D SOD model with fgsm,pgd and rosa
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Hi xuanqing, I just read you paper "Towards Robust Neural Networks via Random Self-ensemble" and I do think RSE is a brilliant idea.
I have one simple question about your experiement setting. You men…
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Is there any way to train with my own custom attacks using the library, such as FGSM?
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您好,最近在阅读您的MANDA论文时,觉得您的方法非常巧妙,在尝试复现过程中存在如下问题,希望得到您的解答:
1.CICIDS2017数据集中包含14类攻击,但在论文中以及实验中仅12类攻击,想请教是进行了什么样的预处理工作呢?
2.在CICIDS2017数据集中,基于14类攻击训练得到了一个IDS模型,且生成了fgsm对抗样本,但在检测生成的fgsm对抗样本时,发现maniford识别准确率…
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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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https://pytorch.org/tutorials/beginner/fgsm_tutorial.html
https://pytorch.org/tutorials/advanced/neural_style_tutorial.html
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Hi,
I am trying to run the attackMain.py script to generate for FGSM, CW2 and CWInf attacks. But my GPU always runs out of memory:
`RuntimeError: CUDA out of memory. Tried to allocate X MiB (GPU X…
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In the paper you mention you validate the hyperparameters for the input processing (the FGSM magnitude) and the feature ensemble using adversarial samples (right part of Table 2 in the paper). I think…
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Hello,
When I run
python3 train.py --env Breakout --noisy --save-dir ./data/Breakout/ --attack fgsm --num-steps 200000000 --attack-prob 1.0
I get the following bug,
from gym.monitoring …