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.

Temporal Cybersecurity Knowledge Graphs

Machine Learning/AI and Security

Cybersecurity knowledge evolves over time (e.g., vulnerabilities, attack campaigns). This topic investigates how temporal dynamics can be modeled, maintained, and updated in cybersecurity knowledge graphs.

Goal / Research Questions:

  • How can temporal information be represented in cybersecurity knowledge graphs?
  • How can evolving knowledge be updated while maintaining consistency?
  • How can temporal reasoning improve cybersecurity analysis? 

Please contact Andreas Ekelhart.

Back

To top