Lukas Struppek
Machine Learning Group, Computer Science Department, TU Darmstadt. Hochschulstrasse 1, Building S1|03, 64289 Darmstadt, Germany
TBD lukas.struppek (at) cs (dot) tu-darmstadt (dot) de
Meetings by appointment.

Mission. My research is centered around security-critical deep learning applications such as face detection. We investigate privacy attacks to extract meaningful information about private training data from trained models, including model inversion and membership inference attacks, and how to prevent them.

Timeline.
2021 - now: Ph.D. student at the Machine Learning Lab, CS Department, TU Darmstadt, 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