The Evolution of Machine Learning

This is the new frontier in security, I think, in a lot of ways. Like machine learning models are in some ways really not much more than lossily compressed representations of the original data. The details of how this can be done with machine learning varies from completely trivial attacks where it's obvious what was going on in the original data to very, very challenging situations. And generally speaking, it's easier for simple and machine learning models to recover or recover the training data or invert the model.