Transcending Transcend: Revisiting Malware Classification in the Presence of Concept Drift

Federico Barbero, Feargus Pendlebury, Fabio Pierazzi +1

Machine learning for malware classification shows encouraging results, but real deployments suffer from performance degradation as malware authors adapt their techniques to evade d…