Open source model and simulator for real-time performance analysis of automotive network security. - Philipp Mundhenk; Artur Mrowca; Sebastian Steinhorst; Martin Lukasiewycz; Suhaib A. Fahmy; Samarjit Chakraborty (SIGBED Rev., 2016)

Security in Automotive Networks: Lightweight Authentication and Authorization. - Philipp Mundhenk; Andrew Paverd; Artur Mrowca; Sebastian Steinhorst; Martin Lukasiewycz; Suhaib A. Fahmy; Samarjit Chakraborty (ACM Trans. Design Autom. Electr. Syst., 2017)

Automated interpretation and reduction of in-vehicle network traces at a large scale. - Artur Mrowca; Thomas Pramsohler; Sebastian Steinhorst; Uwe Baumgarten (DAC, 2018)

Analysing the driving load on electric vehicles using unsupervised segmentation models as enabler to determine the time of battery replacement and assess driving mileage. - Tam T. Nguyen; Artur Mrowca; Barbara Moser; Andreas Jossen (EVER, 2018)

Pre-ignition Detection Using Deep Neural Networks: A Step Towards Data-driven Automotive Diagnostics. - Peter Wolf; Artur Mrowca; Tam Thanh Nguyen; Bernard Bäker; Stephan Günnemann (ITSC, 2018)

Discovering Groups of Signals in In-Vehicle Network Traces for Redundancy Detection and Functional Grouping. - Artur Mrowca; Barbara Moser; Stephan Günnemann (ECML/PKDD (3), 2018)

Learning Temporal Specifications from Imperfect Traces Using Bayesian Inference. - Artur Mrowca; Martin Nocker; Sebastian Steinhorst; Stephan Günnemann (DAC, 2019)

Context by Proxy: Identifying Contextual Anomalies Using an Output Proxy. - Jan-Philipp Schulze; Artur Mrowca; Elizabeth Ren; Hans-Andrea Loeliger; Konstantin Böttinger (KDD, 2019)

Specification Mining in High dimensional Heterogeneous Data Sets of Large-Scale Distributed Systems. - Artur Mrowca (2021)

Temporal state change Bayesian networks for modeling of evolving multivariate state sequences: model, structure discovery and parameter estimation. - Artur Mrowca; Florian Gyrock; Stephan Günnemann (Data Min. Knowl. Discov., 2022)