most citedRobust PCA for Anomaly Detection in Cyber Networks

31 citations · 31 across the 2 of their papers we have counts for

collaborators

2 papers

math.OC2025

Efficient Tree Generation for Globally Optimal Decisions under Probabilistic Outcomes

Berk Ozturk, She'ifa Punla-Green, Les Servi

Many real-world problems require making sequences of decisions where the outcomes of each decision are probabilistic and uncertain, and the availability of different actions is con…

cs.CR2018★ 31 cited

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…