Unable to generate l2 attack examples about nn_robust_attacks HOT 5 CLOSED

Yes, I am also facing a similar situation. Did you find some workaround to this ericcheng09.
Loading the model trained using train_models.py also some outputs adversarial examples which are having all zeros.

Any suggestions?
Thanks

from nn_robust_attacks.

When it outputs all zeros, that's an indication it failed to construct an adversarial example. Most of the time, this means the keras model you are loading includes a softmax activation layer as the final layer, and you should remove this (or otherwise change the predict function to be tf.log(self.model(x)).

from nn_robust_attacks.

Thanks for the feedback. It works for most of the examples now.

from nn_robust_attacks.

Can I generate cifar-10 attack examples on Windows?

from nn_robust_attacks.

I've never tested that, but that seems like a different issue than this one.

from nn_robust_attacks.