Teaching

Lecturer

  • 2019 – 2021: Software Engineering (Baden-Wuerttemberg Cooperative State University (DHBW) Karlsruhe)

Course Instructor

  • 2023: Data Mining and Machine Learning (Technical University of Darmstadt)
  • 2018 – 2020: Introduction to Programming with Java (Karlsruhe Institute of Technology)
  • 2018 – 2020: Advanced Programming - Java Network Programming (Karlsruhe Institute of Technology)
  • 2018 – 2020: Seminar on Selected Advanced Programming Topics (Karlsruhe Institute of Technology)

Student Teaching Assistant

  • 2016 – 2017: Introduction to Programming with Java (Karlsruhe Institute of Technology)
  • 2017: Advanced Programming - Java Network Programming (Karlsruhe Institute of Technology)

Supervised Student Theses

  • Determining Correlation between Model- and Dataset-Bias via Privacy Attacks (Master’s thesis)
  • Model Inversion Attacks for Bias Evaluation in Image Classifiers (Master’s thesis)
  • Developing Backdoor Attacks for Universal Purpose Segmentation Models (Master’s thesis)
  • Defending Membership Inference Attacks with Diffusion-based Image Variations (Master’s thesis)
  • Integrating Image-Scaling Attacks into Generative Adversarial Networks (Master’s thesis)
  • Diffusion-based Sample Purification to Defend Against Backdoor Attacks (Master’s thesis)
  • Backdoor Attacks Against Deep Object Detection Models (Master’s thesis)
  • Style Attacks: Moving Adversarial Attacks from the Image Space to the Latent Space (Master’s thesis)
  • Evaluating and Improving Code-Change Representations for Commit-Level Vulnerability Detection (Master’s thesis)
  • Evaluation of Anomaly Detection in Fuzzy Hashes through Synthetic Data (Master’s thesis)

  • Inferring Identity in Membership Inference Attacks on Deep Neural Networks (Master’s thesis)

  • Exploiting LLMs for Crafting Adversarial Text Examples (Bachelor’s thesis)
  • Generative Model Inversion Attacks by Style Vector Optimization (Bachelor’s thesis)
  • Investigating the Robustness of CLIP to Adversarial Text Attacks in the Context of Text-to-Image Synthesis (Bachelor’s thesis)
  • Investigating the Effectiveness of Model Inversion Attacks Against Model Ensembles (Bachelor’s thesis)