Beyond Labeling: Using Clustering to Build Network Behavioral Profiles of Malware Families

Azqa Nadeem, Christian Hammerschmidt, Carlos H. Gañán +1

Malware family labels are known to be inconsistent. They are also black-box since they do not represent the capabilities of malware. The current state-of-the-art in malware capabil…