# This file generates tropical adversarial attacks on synthetic data.
The main aim of this experiment is to show the value of the loss added on the perturbation on the first linear layer of the neural network.
This loss will make the perturbation attacks both the input and the decision boundaries of the network
The workspace for this experiment is Tropical_Attack_synth.ipynb. The tropical attack is similar to the one used on MNIST dataset, 
but here the constraint that the perturbed pixel should be in the range of [0,1] will be dropped. 
