High performance traffic shaping for DDoS mitigation. - Markus Goldstein; Matthias Reif; Armin Stahl; Thomas M. Breuel (CoNEXT, 2008)

Bayes Optimal DDoS Mitigation by Adaptive History-Based IP Filtering. - Markus Goldstein; Christoph H. Lampert; Matthias Reif; Armin Stahl; Thomas M. Breuel (ICN, 2008)

Anomaly detection by combining decision trees and parametric densities. - Matthias Reif; Markus Goldstein; Armin Stahl; Thomas M. Breuel (ICPR, 2008)

Server-Side Prediction of Source IP Addresses Using Density Estimation. - Markus Goldstein; Matthias Reif; Armin Stahl; Thomas M. Breuel (ARES, 2009)

FastLOF: An Expectation-Maximization based Local Outlier detection algorithm. - Markus Goldstein (ICPR, 2012)

Document Authentication Using Printing Technique Features and Unsupervised Anomaly Detection. - Johann Gebhardt; Markus Goldstein; Faisal Shafait; Andreas Dengel 001 (ICDAR, 2013)

Enhancing Security Event Management Systems with Unsupervised Anomaly Detection. - Markus Goldstein; Stefan Asanger; Matthias Reif; Andrew Hutchison (ICPRAM, 2013)

Automatic classifier selection for non-experts. - Matthias Reif; Faisal Shafait; Markus Goldstein; Thomas M. Breuel; Andreas Dengel 001 (Pattern Anal. Appl., 2014)

Anomaly Detection in Large Datasets. - Markus Goldstein (Verlag Dr. Hut, 2014)

A Comparative Study on Outlier Removal from a Large-scale Dataset using Unsupervised Anomaly Detection. - Markus Goldstein; Seiichi Uchida (ICPRAM, 2016)

Explainable Outlier Detection Using Feature Ranking for k-Nearest Neighbors, Gaussian Mixture Model and Autoencoders. - Lucas Krenmayr; Markus Goldstein (ICPRAM, 2023)