Question $26$ of $40$

You're a director for an organization that detects credit card data. You're trying to convince your manager to adopt a generative adversarial network $($GAN$)$ to test your system to see if it can identify credit card fraud. What's one of the best arguments you have for using this type of neural network?

This type of neural network arrangement will be the easiest for your organization to set up$.$

Fraudulent transactions are by their very nature adversarial, so it's good to have a network that reflects this.

A GAN would allow the system to invent fraudulent transactions that aren't present in the data.

This type of system will generate many more fraudulent transactions than you would get with a typical neural network.