Evasion and Hardening of Tree Ensemble Classifiers

Alex Kantchelian, J. D. Tygar, Anthony D. Joseph

Classifier evasion consists in finding for a given instance $x$ the nearest instance $x^{\prime }$ such that the classifier predictions of $x$ and $x^{\prime }$ are different. We present two novel a…