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.