Host-based anomaly detection using Eigentraces feature extraction and one-class classification on system call trace data

Ehsan Aghaei, Gursel Serpen

This paper proposes a methodology for host-based anomaly detection using a semi-supervised algorithm namely one-class classifier combined with a PCA-based feature extraction techni…