Machine learning offers the depth, creative problem-solving capabilities, and automation to help security organizations gain significant ground against attackers. It's a powerful tool for processing massive amounts of data for the purpose of malware classification and analysis, especially for unknown threats. Through supervised learning, human researchers can continually develop new training models that expand the understanding and competency of machine learning systems.