Beyond the Wrapper: Identifying Artifact Reliance in Static Malware Classifiers using TRUSTEE

Riyazuddin Mohammed, Lan Zhang

Modern cybersecurity relies heavily on static machine-learning-based malware classifiers. However, transformations such as packing and other non-semantic modifications applied to e…