Dominik Hintersdorf

Researcher@DFKI and final year PhD student@AI & ML Lab TU Darmstadt

prof_pic.png

My research is centered around the privacy and security of deep learning systems. As deep learning is increasingly used in real-world products and tasks, the data to train such systems is getting more and more relevant and important. In many of those tasks, the models have to be reliable and secure since during training, sensitive data might have been used, such as medical information or other personal data like for example images. In my work, I study possible threats and mitigation techniques to the security and privacy of deep learning models.

I received by Masters from TU Darmstadt and am a PhD student under the supervision of Prof. Kristian Kersting since 2021.

news

selected publications

  1. ECAI
    Defending Our Privacy With Backdoors
    Dominik Hintersdorf, Lukas Struppek, Daniel Neider, and Kristian Kersting
    In Proceedings of the 27th European Conference on Artificial Intelligence , 2024
  2. JAIR
    Does CLIP Know My Face?
    Dominik Hintersdorf, Lukas Struppek, Manuel Brack, Felix Friedrich, Patrick Schramowski, and 1 more author
    Journal of Artificial Intelligence Research, 2024
  3. NeurIPS
    Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models
    *Dominik Hintersdorf, *Lukas Struppek, Kristian Kersting, Adam Dziedzic, and Franziska Boenisch
    In Proceedings of the 38th Conference on Neural Information Processing Systems (NeurIPS) , 2024