PAC-learning in the presence of evasion adversaries

Daniel Cullina, Arjun Nitin Bhagoji, Prateek Mittal

The existence of evasion attacks during the test phase of machine learning algorithms represents a significant challenge to both their deployment and understanding. These attacks c…