Robust PCA for Anomaly Detection in Cyber Networks

Randy Paffenroth, Kathleen Kay, Les Servi

This paper uses network packet capture data to demonstrate how Robust Principal Component Analysis (RPCA) can be used in a new way to detect anomalies which serve as cyber-network…