What is the difference between Artificial Intelligence, Machine Learning and Deep Learning?

The hope is that deep learning solutions could be used to not just react to network breaches based on predetermined rules or understand breaches based on those witnessed before, but to identify breaches and respond to them much like a human would; outwitting its opponent irrespective of their skill, technique or creativity.