Classification under strategic adversary manipulation using pessimistic bilevel optimisation

David Benfield, Stefano Coniglio, Martin Kunc +2

Adversarial machine learning concerns situations in which learners face attacks from active adversaries. Such scenarios arise in applications such as spam email filtering, malware…