Goal / Research Questions:
- How can realistic synthetic cybersecurity data be generated?
- How useful is synthetic data for training detection systems?
- What are the risks of bias or unintended information leakage?
Please contact Andreas Ekelhart.
The following contains currently open thesis topics in our areas of research. If you are interested in a topic or have a thesis idea of your own that might fit our research interests, please contact us directly.
Synthetic Data Generation for Cybersecurity
Cybersecurity data is often scarce or sensitive. This topic investigates how generative models can be used to create synthetic data for training and evaluation.