Machine Learning Attack Series: Generative Adversarial Networks (GANs)
In this post we will explore Generative Adversarial Networks (GANs) to create fake husky images. The goal is, of course, to have “Husky AI” misclassify them as real huskies.
If you want to learn more about Husky AI visit the Overview post.
Generative Adversarial NetworksOne of the attacks I wanted to investigate for a while was the creation of fake images to trick Husky AI. The best approach seemed by using Generative Adversarial Networks (GANs). It happened that right then deeplearning.ai started offering a GAN course by Sharon Zhou.