Statistical Analysis in Cyberspace: Data veracity, completeness, and clustering
Mark Patrick Roeling · Research Repository (Delft University of Technology) · 2021
This thesis presents several methodological and statistical solutions to problems encountered in cyber security. We investigated the effects of compromised data veracity in state estimators and fraud detection systems, a model to impute missing data in attributes of linked observations, and an unsupervised approach to detect infected machines in a computer network.