Dominik Hintersdorf
Machine Learning Group, Computer Science Department, TU Darmstadt. Hochschulstrasse 1, Room S2|02 D216, 64289 Darmstadt, Germany
d0mih.github.io
dominik (dot) hintersdorf (at) cs (dot) tu-darmstadt (dot) de
Deutsches Forschungszentrum für KI, TU Darmstadt.
Landwehrstraße 50A, S4 | 23, 1. OG, 64293 Darmstadt, Germany
dominik (dot) hintersdorf (at) dfki (dot) de

Mission. My research focuses on the privacy and security of deep learning systems. As deep learning increasingly powers real-world applications, the data used to train these models becomes ever more critical. Many of these applications require models to be both reliable and secure, particularly when sensitive data, such as medical records or personal images, is involved in the training process.
In my work, I investigate potential threats to the safety and security of deep learning models and develop strategies to mitigate these risks.


Looking for a thesis?
I am currently not offering Bachelor's or Master's thesis topics.

Timeline.
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: M.Sc. in computer science at TU Darmstadt, Germany
2015 - 2018: B.Sc. in computer science at TU Darmstadt, Germany



Publications


Publications can be found at Google Scholar, DBLP, SemanticScholar