Treant: Training Evasion-Aware Decision Trees

Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei +2

Despite its success and popularity, machine learning is now recognized as vulnerable to evasion attacks, i.e., carefully crafted perturbations of test inputs designed to force pred…