What are neural networks used for?
Neural networks aid computers in making intelligent decisions with little assistance from a human being. They learn and model the relationships between nonlinear and complex input and output data.
What are the 3 most popular types of neural networks?
Multi-Layer Perceptrons (MLP) Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN) are the three types of neural networks that are used the most.
What is FGSM attack?
The Fast Gradient Sign Method (FGSM) is believed to be a simple but at the same time effective method to generate adversarial images.
What does it mean to have a successful adversarial examples?
Adversarial examples are inputs created in order to confuse neural network, which is supposed to result in the misclassification of a given input. Simply, if misclassification is successful, the adversarial example is successful.