DroidBreaker: Practical and Functional Problem-Space Attacks on Machine-Learning Android Malware Detectors

Christian Scano, Diego Soi, Angelo Sotgiu +5

Adversarial APKs are Android applications modified in the problem space to evade machine-learning malware detectors. In this work, we first show that, despite claims, existing prob…