Lukas Struppek
Machine Learning Group, Computer Science Department, TU Darmstadt.
Hochschulstrasse 1, Building S1|03, 64289 Darmstadt, Germany
https://lukasstruppek.github.io
lukas.struppek (at) cs (dot) tu-darmstadt (dot) de
Meetings by appointment.
https://lukasstruppek.github.io lukas.struppek (at) cs (dot) tu-darmstadt (dot) de
Meetings by appointment.
Mission. My research interests lie in the privacy and security of artificial intelligence (AI) and deep learning systems. As AI becomes more widespread and is used in critical areas such as autonomous driving, medical applications, or the financial sector, the security of the model and the privacy of training data play a crucial role. In my work, I study various attacks on machine learning models to understand and mitigate the resulting threats to safety and privacy.
| 2024 - now: | Research Scientist at the German Research Center for Artificial Intelligence (DFKI), Research Department for Foundations of Systems AI (SAINT), Darmstadt Germany. |
| 2021 - now: | Ph.D. student at the Machine Learning Lab, CS Department, TU Darmstadt, Germany |
| 2018 - 2020: | Research Assistant at Applied Technical-Cognitive Systems Lab, Institute of Applied Informatics and Formal Description Methods (AIFB), Karlsruhe Institute of Technology (KIT), Germany |
| 2018 - 2020: | M.Sc. in industrial engineering at Karlsruhe Institute of Technology (KIT), Germany |
| 2015 - 2018: | B.Sc. in industrial engineering at Karlsruhe Institute of Technology (KIT), Germany |