chainer-adversarial-examples
Two adversarial images crafting algorithms are implemented with Chainer. The two attacking algorithms can be found in attacks folder.
Python 3.5+
Chainer 2.0.1+
CuPy 1.0.1+
Matplotlib
$ python demo.py --gpu gpu
Examples generated by Fast Gradient Sign Method (iterative)
[1]: Explaining and Harnessing Adversarial Examples, Goodfellow et al., CoRR2014
[2]: Adversarial examples in the physical world, Kurakin et al., ICLR2017
[1]: Cleverhans
[2]: Implementation in tensorflow
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