Unsupervised Anomaly-based Malware Detection using Hardware Features

Adrian Tang, Simha Sethumadhavan, Salvatore Stolfo

Recent works have shown promise in using microarchitectural execution patterns to detect malware programs. These detectors belong to a class of detectors known as signature-based d…