Explaining Vulnerabilities of Deep Learning to Adversarial Malware Binaries

Luca Demetrio, Battista Biggio, Giovanni Lagorio +2

Recent work has shown that deep-learning algorithms for malware detection are also susceptible to adversarial examples, i.e., carefully-crafted perturbations to input malware that…