#Data Science

Projects

Big-Data Analytics

Developing methods for the analysis of large amounts of data without compromising data protection.

Josef Ressel Center for Unified Threat Intelligence on Targeted Attacks (TARGET)

The Josef Ressel Center for Unified Threat Intelligence on Targeted Attacks (TARGET) is a research institution operated by the St. Pölten University of Applied Sciences. Its mission is to explore novel techniques for detecting and mitigating targeted attacks on IT systems. The research objective is to develop a unified methodology for the detection and mitigation of this new class of cyber-threats.

LoRaKey

Secret Key Generation for Long Range Communication Networks - LoRaKey aims at energy efficient secret key generation for lightweight LPWAN applications.

VisOnFire. Understanding and visualizing workflows

Visual Analysis of Large and Heterogeneous Scientific Workflows for Analytical Provenance. - A new visual forensic tool realizes the visualisation of data analysis workflows and helps to increase the reproduciblity of studies.

Publications

Luh, R., Schramm, G., Wagner, M., Janicke, H., & Schrittwieser, S. (2018). SEQUIN: a grammar inference framework for analyzing malicious system behavior. Journal of Computer Virology and Hacking Techniques, 01–21. https://doi.org/10.1007/s11416-018-0318-x
Streit, M., Aigner, W., & Girardi, D. (2018, March). Injecting Life into Visualizations for Biomedical Research. Presented at the DBMI Open Insights Seminar, Harvard University.
Michelberger, F. (2018, March). CargoRider - A new mobility service for cargo ships. Presented at the Successful R&I in Europe - 9th European Networking Event 2018, Düsseldorf, Germany.
Luh, Robert, Temper, M., Tjoa, S., & Schrittwieser, S. (2018). APT RPG: Design of a Gamified Attacker/Defender Meta Model. In International Workshop on FORmal methods for Security Engineering.
Blauensteiner, B., & Michelberger, F. (2018). Cargo Rider - Attracting New Audiences for Cargo Ships. Presented at the Transport Research Arena (TRA) 2018, Vienna.
Niederer, C., Stitz, H., Hourieh, R., Grassinger, F., Aigner, W., & Streit, M. (2018). TACO: Visualizing Changes in Tables Over Time. IEEE Transactions on Visualization and Computer Graphics (InfoVis "17), 24(1), 677–686. https://doi.org/10.1109/TVCG.2017.2745298
Blauensteiner, B., Michelberger, F., & Judmaier, P. (2017). Cargorider – A Boat Trip On A Cargo Ship. In PIANC-SMART Rivers Conference (pp. 127–134). Pittsburgh, USA: PIANC.
Rind, A., Haberson, A., Blumenstein, K., Niederer, C., Wagner, M., & Aigner, W. (2017). PubViz: Lightweight Visual Presentation of Publication Data. In B. Kozlíková, T. Schreck, & T. Wischgoll (Eds.), Proc. Eurographics Conf. Visualization (EuroVis) – Short Paper (pp. 169–173). EuroGraphics. https://doi.org/10.2312/eurovisshort.20171152
Aigner, W. (2017, April). Mit Visual Analytics zu Data-Driven Banking. Keynote presented at the Bankensymposium Wachau, Göttweig (Austria).
Luh, R., Schrittwieser, S., & Marschalek, S. (2017). LLR-based sentiment analysis for kernel event sequences. Presented at the IEEE International Conference on. Advanced Information Networking and Applications, IEEE.

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