Empirical Analysis of Evasion and Poisoning Against Malware Data Drift Detection

Mingyue Yang, David Lie, Nicolas Papernot

As concept drift due to malware evolution presents challenges for malware classification, machine learning-based data drift detection tools are developed to mitigate this problem.…