Artur Mrowca

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 10

Top Topics

Encryption Decryption

Access Requests

Bayesian Networks

Top Venues

Publications

Artur Mrowca, Florian Gyrock, Stephan Günnemann
Temporal state change Bayesian networks for modeling of evolving multivariate state sequences: model, structure discovery and parameter estimation. Data Min. Knowl. Discov. 36 (1) (2022)
Artur Mrowca, Martin Nocker, Sebastian Steinhorst, Stephan Günnemann
Learning Temporal Specifications from Imperfect Traces Using Bayesian Inference. DAC (2019)
Jan-Philipp Schulze, Artur Mrowca, Elizabeth Ren, Hans-Andrea Loeliger, Konstantin Böttinger
Context by Proxy: Identifying Contextual Anomalies Using an Output Proxy. KDD (2019)
Artur Mrowca, Thomas Pramsohler, Sebastian Steinhorst, Uwe Baumgarten
Automated interpretation and reduction of in-vehicle network traces at a large scale. DAC (2018)
Artur Mrowca, Barbara Moser, Stephan Günnemann
Discovering Groups of Signals in In-Vehicle Network Traces for Redundancy Detection and Functional Grouping. ECML/PKDD (3) (2018)
Peter Wolf, Artur Mrowca, Tam Thanh Nguyen, Bernard Bäker, Stephan Günnemann
Pre-ignition Detection Using Deep Neural Networks: A Step Towards Data-driven Automotive Diagnostics. ITSC (2018)
Tam T. Nguyen, Artur Mrowca, Barbara Moser, Andreas Jossen
Analysing the driving load on electric vehicles using unsupervised segmentation models as enabler to determine the time of battery replacement and assess driving mileage. EVER (2018)
Philipp Mundhenk, Andrew Paverd, Artur Mrowca, Sebastian Steinhorst, Martin Lukasiewycz, Suhaib A. Fahmy, Samarjit Chakraborty
Security in Automotive Networks: Lightweight Authentication and Authorization. CoRR (2017)
Philipp Mundhenk, Andrew Paverd, Artur Mrowca, Sebastian Steinhorst, Martin Lukasiewycz, Suhaib A. Fahmy, Samarjit Chakraborty
Security in Automotive Networks: Lightweight Authentication and Authorization. ACM Trans. Design Autom. Electr. Syst. 22 (2) (2017)
Philipp Mundhenk, Artur Mrowca, Sebastian Steinhorst, Martin Lukasiewycz, Suhaib A. Fahmy, Samarjit Chakraborty
Open source model and simulator for real-time performance analysis of automotive network security. SIGBED Rev. 13 (3) (2016)