Adequacy of the Gradient-Descent Method for Classifier Evasion Attacks

Yi Han, Benjamin I. P. Rubinstein

Despite the wide use of machine learning in adversarial settings including computer security, recent studies have demonstrated vulnerabilities to evasion attacks---carefully crafte…