Adversarial Attacks

Adversarial attacks are a type of model security concern where an attacker tries to create a problematic input that creates negative consequences. It is, in a way, reverse-engineering the model itself.

Adversarial attacks

Any kind of model can be attacked in this way. From image to tabular data, adversarial attacks represent a real concern for algorithm builders. Let’s consider a few examples. ...