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A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

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I got stuck at understanding about when the logit is coming and where to pass it for optimization. Is the logit calculated after the change of variables? How can I...

Implementation of the minimization algorithm iHL-RF ( https://link.springer.com/content/pdf/10.1007/978-0-387-34866-7_32.pdf ) adapted for adversarial attack. This is a minimization attack that work faster and with a lower distortion on (at least) the...

**Is your feature request related to a problem? Please describe.** While loading a foolbox model in pytorch (could be in other libraries too but have only tried PyTorch so far)...

The table at [foolbox.attacks](https://foolbox.readthedocs.io/en/stable/modules/attacks.html#module-foolbox.attacks) is currently the closest thing to an overview of all implemented attacks. It could be an ideal place to list major defining properties, such as whether...

enhancement
waiting for reply

In this issue we collect new attacks that we would like to add to Foolbox. Feel free to propose new ones and please contribute implementations for these attacks. - SPSA...

contributions welcome

Hello, Q.1 is it possible to give list of epsilon for LinfPGD attacks? I wanted to test how a number of steps affect the result in terms of PGD attacks....

question

Hi, I am currently trying to generate adversarial images of a CIFAR10 dataset that can fool a CNN in a simple color estimation task. As a little background for this...

question

I implemented confident misclassification criteria for both the targeted and untargeted cases because I needed it for my research, so I figured I might as well open a pull request.

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.6.4 to 2.7.2. Release notes Sourced from tensorflow's releases. TensorFlow 2.7.2 Release 2.7.2 This releases introduces several vulnerability fixes: Fixes a code injection in saved_model_cli (CVE-2022-29216) Fixes...

dependencies

Hi, I'm trying to test the LinfPGD attack on ImageNet validation set for PyTorch Resnet18. But it seems that the attacks are not throughly successful because the robust accuracy does...

question
waiting for reply