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An exploration into transfer learning and adversarial perturbations
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keras_models
models
utils
MNIST_CW_Transfer+learning-ElasticNetMethod.ipynb
MNIST_CW_Transfer+learning-FastGradientMethod.ipynb
MNIST_CW_Transfer+learning-WagnerL2.ipynb
MNIST_CW_Transfer+learning.ipynb
README.md
adv_cw_nontargeted88_model9868.npy
adv_cw_targeted49_model9868.npy

README.md

Gainsboro-box-attacks

An exploration into transfer learning and adversarial perturbations

Files:

  • mnist_tutorial_cw.py - to generate pretrained model
  • MNIST_CW_Transfer+learning-ElasticNetMethod.ipynb - Implementation with ElasticNetMethod
  • MNIST_CW_Transfer+learning-FastGradientMethod.ipynb - Implementation with FastGradientMethod (results compared with WagnerL2)
  • MNIST_CW_Transfer+learning-WagnerL2.ipynb - Fixed implementation of original code.
  • MNIST_CW_Transfer+learning.ipynb - Original code given.
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