Burning the Adversarial Bridges: Robust Windows Malware Detection Against Binary-level Mutations

Ahmed Abusnaina, Yizhen Wang, Sunpreet Arora +3

Toward robust malware detection, we explore the attack surface of existing malware detection systems. We conduct root-cause analyses of the practical binary-level black-box adversa…