Evading Malware Classifiers via Monte Carlo Mutant Feature Discovery

2 code implementations • 15 Jun 2021 • John Boutsikas, Maksim E. Eren, Charles Varga, Edward Raff, Cynthia Matuszek, Charles Nicholas

The use of Machine Learning has become a significant part of malware detection efforts due to the influx of new malware, an ever changing threat landscape, and the ability of Machine Learning methods to discover meaningful distinctions between malicious and benign software.

BIG-bench Machine Learning Malware Analysis +1