Problem-Space Evasion Attacks in the Android OS: a Survey. (arXiv:2205.14576v1 [cs.CR])

Android is the most popular OS worldwide. Therefore, it is a target for
various kinds of malware. As a countermeasure, the security community works day
and night to develop appropriate Android malware detection systems, with
ML-based or DL-based systems considered as some of the most common types.
Against these detection systems, intelligent adversaries develop a wide set of
evasion attacks, in which an attacker slightly modifies a malware sample to
evade its target detection system. In this survey, we address …

android attacks evasion os problem space survey