Gainsboro-box-attacks

An exploration into transfer learning and adversarial perturbations

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.

Name		Name	Last commit message	Last commit date
data		data
keras_models		keras_models
models		models
utils		utils
MNIST_CW_Transfer+learning-ElasticNetMethod.ipynb		MNIST_CW_Transfer+learning-ElasticNetMethod.ipynb
MNIST_CW_Transfer+learning-FastGradientMethod.ipynb		MNIST_CW_Transfer+learning-FastGradientMethod.ipynb
MNIST_CW_Transfer+learning-MI-FGSM.ipynb		MNIST_CW_Transfer+learning-MI-FGSM.ipynb
MNIST_CW_Transfer+learning-WagnerL2.ipynb		MNIST_CW_Transfer+learning-WagnerL2.ipynb
MNIST_CW_Transfer+learning.ipynb		MNIST_CW_Transfer+learning.ipynb
README.md		README.md
adv_cw_nontargeted88_model9868.npy		adv_cw_nontargeted88_model9868.npy
adv_cw_targeted49_model9868.npy		adv_cw_targeted49_model9868.npy

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