Malware Detection in Adversarial Settings: Exploiting Feature Evolutions and Confusions in Android Apps
Malware Detection in Adversarial Settings: Exploiting Feature Evolutions and Confusions in Android Apps
Wei Yang,Deguang Kong,Tao Xie,Carl A. Gunter
2017 · DOI: 10.1145/3134600.3134642
Asia-Pacific Computer Systems Architecture Conference · 132 Citations
TLDR
Malware Recomposition Variation (MRV), an approach that conducts semantic analysis of existing malware to systematically construct new malware variants for malware detectors to test and strengthen their detection signatures/models, is presented.