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Scaleable input gradient regularization
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cifar10
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eigen.py

README.md

Scaleable input gradient regularization for adversarial robustness

Code to reproduce the methods of the paper Scaleable input gradient regularization for adversarial robustness. Included are:

  • training scripts for CIFAR-10 and ImageNet-1k
  • scripts to evaluate trained models on test data (in particular, to calculate lower bounds on the minimum adversarial distance)
  • scripts to download pretrained models used in the paper's results section
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