defensegan
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Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)
I follow ur instrumentation,but when I wanna train. absl.flags._exceptions.UnrecognizedFlagError: Unknown command line flag 'cfg'. Did you mean: cfg_path ? This problem troubled me. How to solve this problem.hope to get...
I wanna to know how to use my own picture dataset to get the model which defenses Adversarial Attacks.How could I change the code to train my own dataset?
absl.flags._exceptions.UnrecognizedFlagError: Unknown command line flag 'cfg'. Did you mean: cfg_path ? This error arrises while running "python train.py --cfg experiments/cfgs/gans/mnist.yml --is_train" It arrises at "C:\Users\ELCOT\defensegan\utils\config.py", line 77, in load_config if...
TypeError: The model argument should be an instance of the cleverhans.model.Model class.
Please change the requirements for 'tqdm=4.28.1' to 'tqdm==4.28.1'.
2. Install requirements: pip install -r requirements.txt It is failing because of a missing "=". Added it in this request.
I ran the codes on my computer for python3 and tensorflow-gpu, but I found a trouble that: stddev=np.sqrt(1.0 / self.latent_dim)), TypeError: unsupported operand type(s) for /: 'float' and 'NoneType' In...
When I run fgsm to attack the model with defense-GAN, I found that defense-GAN indeed defend the attack. However, the distortion between benign images and adversarial images is zero, which...
